Daniel Han
d20b306755
Versioning
2026-04-16 12:06:10 -07:00
Daniel Han
ba387e2c8f
Update pyproject.toml
2026-04-15 08:06:30 -07:00
Daniel Han
4c83e3540e
Update
2026-04-06 09:20:17 -07:00
Daniel Han
8ffd5826f2
Gemma-4
2026-04-02 11:59:37 -07:00
Daniel Han
cfeb8c3245
Versioning
2026-03-31 06:51:34 -07:00
Daniel Han
a0bca759f3
Fix editable install scanning 6,500+ node_modules dirs ( #4697 )
...
* fix: scope packages.find to prevent node_modules namespace scanning
The packages.find section had no include filter, so setuptools'
find_namespace_packages discovered all directories as potential Python
packages -- including the 6,557 directories inside
studio/frontend/node_modules/ after the frontend build step.
This caused the editable install overlay step to run 20,000+ glob
operations across 6,619 "packages", which on fast NVMe takes ~5s but
on slower disks can take 7+ minutes.
Adding an explicit include filter scopes discovery to only the packages
we actually ship (unsloth, unsloth_cli, studio, studio.backend), dropping
from 6,619 to 58 discovered packages and the editable build time from
5.4s to 1.2s.
Also removes the broken kernels/moe exclude (used "/" instead of "."
notation so it never matched) and adds a node_modules exclude as a
safety net.
* fix: use precise node_modules exclude patterns
Use "*.node_modules" and "*.node_modules.*" instead of "*.node_modules*"
to avoid accidentally excluding valid packages that might contain
"node_modules" as a substring in their name.
2026-03-30 02:40:29 -07:00
Daniel Han
844a816ed0
Update pyproject.toml
2026-03-27 07:14:03 -07:00
Daniel Han
3108750bb0
Remove duplicate frontend assets from wheel to reduce package size ( #4567 )
...
The wheel currently ships frontend/public/, frontend/src/, and
frontend/*.lock alongside frontend/dist/. These are build-time inputs
that Vite already copies into dist/ during the build step:
- public/ is copied verbatim into dist/ by vite build (28.6 MB duplicate)
- src/ is TSX source compiled into dist/assets/*.js (2.1 MB, not used at runtime)
- *.lock files are package manager lockfiles (0.9 MB, not used at runtime)
The backend only serves from frontend/dist/ (see main.py setup_frontend
and run.py frontend_path). Nothing references public/ or src/ at runtime.
This drops the wheel from ~62.7 MB to ~31 MB.
2026-03-24 23:48:49 -07:00
Daniel Han
fac6f7887e
Versioning
2026-03-24 06:50:36 -07:00
Daniel Han
9c95148045
Fix tool call parsing, add tool outputs panel and UI improvements ( #4416 )
...
* Add elapsed timer to tool status pill in Studio
Show a count-up seconds timer (0s, 1s, 2s, ...) next to the tool status
text in the composer area. Helps users gauge how long a tool call (web
search, code execution) has been running. Timer resets when a new tool
starts and disappears when all tools finish.
* Fix tool call parsing, add tool outputs panel and reasoning copy button
Backend:
- Rewrite tool call XML parser to use balanced-brace JSON extraction
instead of greedy regex, fixing truncation on nested braces in
code/JSON arguments
- Handle optional closing tags (</tool_call>, </function>, </parameter>)
that models frequently omit
- Support bare <function=...> tags without <tool_call> wrapper
- Strip tool call markup from streamed content so raw XML never leaks
into the chat UI
- Use a persistent ~/studio_sandbox/ working directory for tool
execution so files persist across calls within a session
- Emit tool_start/tool_end SSE events so the frontend can display
tool inputs and outputs
Frontend:
- Add collapsible "Tool Outputs" panel below assistant messages showing
each tool call's input and output with copy buttons
- Add copy button to reasoning blocks
- Add elapsed timer to tool status pill
- Update project URLs in pyproject.toml (http -> https, add docs link)
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Add interactive HTML preview with fullscreen toggle for code blocks
HTML code fences now render an interactive sandboxed iframe preview
below the syntax-highlighted code, similar to how SVG fences show
an image preview. The iframe uses sandbox="allow-scripts" to allow
JavaScript execution while blocking access to the parent page.
Includes a fullscreen toggle (enlarge/minimize button) that expands
the preview into a viewport overlay, dismissible via button, Escape
key, or backdrop click. A streaming placeholder prevents partial
HTML from rendering mid-stream.
* Add tool call settings: auto-heal toggle, max iterations, timeout
Add three user-configurable tool call settings to the Studio Settings panel:
- Auto Heal Tool Calls: toggle to control fallback XML parsing of malformed
tool calls from model output (default: on)
- Max Tool Calls Per Message: slider 0-40 + Max to cap tool call iterations
per message (default: 10)
- Max Tool Call Duration: slider 1-30 minutes + Max to set per-tool-call
execution timeout (default: 5 minutes)
All settings persist to localStorage and flow through the full stack:
frontend store -> API request -> Pydantic model -> route -> llama_cpp -> tools.
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Fix tool call timeout: respect no-limit and apply to web search
- Use a sentinel to distinguish timeout=None (no limit) from the default
(300s). Previously None was silently replaced with _EXEC_TIMEOUT.
- Pass the configured timeout to DDGS() for web searches so the setting
applies uniformly to all tool types.
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Add input validation bounds and per-thread sandbox isolation
- Add ge=0 constraint to max_tool_calls_per_message (rejects negative values)
- Add ge=1 constraint to tool_call_timeout (minimum 1 second)
- Thread session_id from frontend through backend to tool execution
- Scope sandbox directories per conversation: ~/studio_sandbox/{thread_id}/
- Backwards compatible: API callers without session_id use ~/studio_sandbox/
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Fix non-monotonic streaming and Python temp script path
- Split tool markup stripping into closed-only (mid-stream) and full
(final flush) to prevent cumulative text from shrinking mid-stream
- Enforce monotonicity: only emit when cleaned text grows, so the
proxy's delta logic (cumulative[len(prev_text):]) never breaks
- Place Python temp scripts in the sandbox workdir instead of /tmp so
sys.path[0] points to the sandbox and cross-call imports work
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Sanitize session_id to prevent path traversal in sandbox
Strip path separators and parent-dir references from session_id before
using it as a directory name. Verify the resolved path stays under
~/studio_sandbox/ as a second guard.
* feat(chat): proper assistant-ui tool call UIs with sources
Replace custom metadata-based ToolOutputsGroup with native assistant-ui
tool-call content parts. Backend SSE tool_start/tool_end events now emit
proper { type: "tool-call" } parts from the adapter, enabling per-tool
UIs registered via tools.by_name in MessagePrimitive.Parts.
- Web search: Globe icon, Source badges with favicons, auto-collapse
when LLM starts responding
- Python: Code icon, syntax-highlighted code via Streamdown/shiki,
output block with copy
- Terminal: Terminal icon, command in trigger, output with copy
- ToolGroup wraps consecutive tool calls (skips for single calls)
- Sources component renders URL badges at end of message
- Flattened code block CSS (single border, no nested boxes)
* fix(inference): respect empty enabled_tools allowlist
`if payload.enabled_tools:` is falsy for [], falling through to
ALL_TOOLS. Use `is not None` so an explicit empty list disables
all tools as intended.
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Shine1i <wasimysdev@gmail.com>
2026-03-18 08:28:02 -07:00
Daniel Han
e9fa12acd3
Update pyproject.toml
2026-03-18 07:26:40 -07:00
Daniel Han
1ab020115e
Update pyproject.toml
2026-03-18 07:17:20 -07:00
Daniel Han
0c8d407793
Rename cli/ to unsloth_cli/ to fix namespace collision with stringzilla ( #4393 )
...
* Rename cli/ to unsloth_cli/ to fix namespace collision with stringzilla
stringzilla installs a namespace package at cli/ (cli/split.py, cli/wc.py)
in site-packages without an __init__.py. When unsloth is installed as an
editable package (pip install -e .), the entry point script does
`from cli import app` which finds stringzilla's namespace cli/ first and
fails with `ImportError: cannot import name 'app' from 'cli'`.
Non-editable installs happened to work because unsloth's cli/__init__.py
overwrites the namespace directory, but this is fragile and breaks if
stringzilla is installed after unsloth.
Renaming to unsloth_cli/ avoids the collision entirely and fixes both
editable and non-editable install paths.
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Update stale cli/ references in comments and license files
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2026-03-17 20:40:21 -07:00
Daniel Han
ebfaa18094
Update pyproject.toml
2026-03-17 07:54:32 -07:00
Daniel Han
a8f02c9f3f
Fix studio frontend build producing empty Tailwind CSS
...
Two issues caused the studio frontend to render without any styling
when installed via `pip install` (non-editable):
1. `pyproject.toml` package-data only included `frontend/dist/**/*`.
The `include-package-data = true` setting relies on `git ls-files`,
which fails in isolated builds (pip/uv copy source to a temp dir
without `.git`). This meant `frontend/src/`, `package.json`,
`vite.config.ts`, and other build files were missing from the
installed package. Tailwind had no source files to scan.
2. Python venvs auto-create a `.gitignore` with a bare `*` pattern.
Tailwind v4's oxide scanner walks parent directories and respects
`.gitignore` -- so even when source files are present, the venv's
`*` pattern causes the scanner to skip all `.tsx` files. The result
is a 34KB CSS skeleton with zero utility classes instead of the
expected 265KB.
Additionally, Vite adds `crossorigin` to script/link tags by default.
This forces CORS mode on font subresource loads, which Firefox
HTTPS-Only Mode does not exempt -- causing all @font-face downloads
to fail silently when Studio is served over HTTP.
Changes:
- pyproject.toml: Expand package-data to include frontend source,
config files, setup scripts, and backend requirements using glob
patterns (no node_modules)
- studio/setup.sh: Temporarily hide parent .gitignore files containing
a bare `*` during `npm run build`, with trap-based restoration
- studio/backend/main.py: Strip `crossorigin` attributes from HTML
at serve time so fonts load correctly on any protocol
2026-03-15 22:00:00 -07:00
Daniel Han
3e8f085474
Limit rocm711-torch291 to Linux
2026-03-13 01:40:56 -07:00
sstamenk
a54a913431
Add more ROCm/PyTorch combinations
...
(cherry picked from commit d02aa7f9c3
2026-03-13 01:40:56 -07:00
sstamenk
c752c8107a
Add more ROCm/PyTorch versions
...
(cherry picked from commit ed6877fadd
2026-03-13 01:40:56 -07:00
Daniel Han
c26aa1a1e8
Restore non-studio files from main after history recovery
2026-03-12 21:48:45 +00:00
Daniel Han
17ae3d3cba
Revert "Studio ( #4237 )"
...
This reverts commit f08aef1804
2026-03-12 21:48:23 +00:00
Daniel Han
f08aef1804
Studio ( #4237 )
...
* Rebuild Studio branch on top of main
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Fix security and code quality issues for Studio PR #4237
- Validate models_dir query param against allowed directory roots
to prevent path traversal in /api/models/local endpoint
- Replace string startswith() with Path.is_relative_to() for
frontend path traversal check in serve_frontend
- Sanitize SSE error messages to not leak exception details to
clients (4 locations in inference.py)
- Bind port-discovery socket to 127.0.0.1 instead of all interfaces
in llama_cpp backend
- Import datasets_root and resolve_output_dir in embedding training
function to fix NameError and use managed output directory
- Remove stale .gitignore entries for package-lock.json and test
directories so tests can be tracked in version control
- Add venv-reexecution logic to ui CLI command matching the studio
command behavior
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Move models_dir path validation before try/except block
The HTTPException(403) was inside the try/except Exception handler,
so it would be caught and re-raised as a 500. Moving the validation
before the try block ensures the 403 is returned directly and also
makes the control flow clearer for static analysis (path is validated
before any filesystem operations).
* Use os.path.realpath + startswith for models_dir validation
CodeQL py/path-injection does not recognize Path.is_relative_to() as
a sanitizer. Switched to os.path.realpath + str.startswith which is
a recognized sanitizer pattern in CodeQL's taint analysis. The
startswith check uses root_str + os.sep to prevent prefix collisions
(e.g. /app/models_evil matching /app/models).
* Never pass user input to Path constructor in models_dir validation
CodeQL traces taint through Path(resolved) even after a startswith
barrier guard. Fix: the user-supplied models_dir is only used as a
string for comparison against allowed roots. The Path object passed
to _scan_models_dir comes from the trusted allowed_roots list, not
from user input. This fully breaks the taint chain.
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2026-03-12 03:36:19 -07:00
Daniel Han
1fe8f9061b
Bug fixed version
2026-03-08 06:39:19 -07:00
Daniel Han
9b4a216b57
Update
2026-03-03 06:53:58 -08:00
Lei Zhenyuan
6d42e0a7c8
add intel support for torch210 within pyproject.toml ( #4144 )
...
* add intel support for torch210
* fix for typo
2026-03-03 06:33:45 -08:00
Daniel Han
9b51b14b2b
Support Python 3.14 in package metadata ( #4113 )
2026-02-25 07:17:16 -08:00
Daniel Han
defcbf8bea
Auto-configure AMDGPU_ASIC_ID_TABLE_PATH on ROCm startup ( #4060 )
...
* Auto-configure AMDGPU_ASIC_ID_TABLE_PATH on ROCm startup
* Remove ROCm fd2 amdgpu.ids noise filter wrappers
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Use PyPI bitsandbytes for amd extra to avoid malformed wheel URL
* Add amd-preview extra for bitsandbytes continuous wheel channel
* Keep amd extra on bitsandbytes>=0.49.1 and remove amd-preview
---------
Co-authored-by: Daniel Hanchen <danielhanchen@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2026-02-14 21:52:31 -08:00
Daniel Han
f463f692d6
MoE release
2026-02-05 06:09:56 -08:00
Daniel Han
ff3f78b6b9
Add PyTorch 2.10 and xformers 0.0.34 support ( #3985 )
...
- Add cu126/cu128/cu130 xformers 0.0.34 wheel dependencies for torch 2.10
- Add cu126-torch2100, cu128-torch2100, cu130-torch2100 meta-dependencies
- Add cu126-ampere-torch2100, cu128-ampere-torch2100, cu130-ampere-torch2100 variants
- Update _auto_install.py version detection for torch 2.10.x
- Add CUDA check for torch 2.10 (requires CUDA 12.6, 12.8, or 13.0)
- Update README.md with torch 2.10 installation instructions
Co-authored-by: Daniel Hanchen <danielhanchen@users.noreply.github.com>
2026-02-05 05:56:26 -08:00
Daniel Han
29edef68a8
Update pyproject.toml
2026-01-27 07:17:45 -08:00
Daniel Han
09ebbf6e63
Versioning
2026-01-22 07:33:59 -08:00
Daniel Han
c80faef722
Update pyproject.toml
2026-01-15 07:00:25 -08:00
Daniel Han
52935bb00f
Versioning
2026-01-05 07:37:08 -08:00
Daniel Han
1dd67b372e
Versioning
2026-01-04 06:12:44 -08:00
Daniel Han
52aed3ad14
Bug fixes
2026-01-02 06:07:16 -08:00
Daniel Han
1ff6fc85f0
llama.cpp fixes
2025-12-23 05:50:26 -08:00
Daniel Han
a36eb9b9a1
FunctionGemma
2025-12-18 09:27:46 -08:00
Daniel Han
1e7302cd77
Nightly ( #3737 )
...
* Update _utils.py
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* [FIX] [Transformers] VLM input embeds fix for gradients (#3715 )
* Fix get_input_embeds call for VLMs
* patch input_require_grads instead
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* cleanup old patch
* cleanup old patch
* cleanup
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Apply suggestion from @danielhanchen
* use logger instead of prints
* Move unsloth present set
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update rope_embedding.py
* Fixes
* Update _utils.py
* Update import_fixes.py
* Update rl_replacements.py
* fix_openenv_no_vllm
* Fix
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update import_fixes.py
* Update import_fixes.py
* Update import_fixes.py
* logger
* Update __init__.py
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Update __init__.py
* Update import_fixes.py
* Update __init__.py
* Update import_fixes.py
* Update import_fixes.py
* Update import_fixes.py
* Update import_fixes.py
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Update import_fixes.py
* Update unsloth/import_fixes.py
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
* Update save.py
* [fbgemm] Silence tma fbgemm (#3735 )
* Silence fbgemm TMA print
Also safer .push_to_hub
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* Update loader.py
* Update save.py
* Update save.py
* Update _utils.py
* Update _utils.py
* Diffusers warnings
* Update pyproject.toml
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-17 03:31:48 -08:00
Daniel Han
cdc95e33a9
Nightly ( #3720 )
...
* Update _utils.py
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* [FIX] [Transformers] VLM input embeds fix for gradients (#3715 )
* Fix get_input_embeds call for VLMs
* patch input_require_grads instead
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* cleanup old patch
* cleanup old patch
* cleanup
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Apply suggestion from @danielhanchen
* use logger instead of prints
* Move unsloth present set
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update rope_embedding.py
* Fixes
* Update _utils.py
* Update import_fixes.py
* Update rl_replacements.py
* fix_openenv_no_vllm
* Fix
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update import_fixes.py
* Update import_fixes.py
* Update import_fixes.py
* logger
* Update __init__.py
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Update __init__.py
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
2025-12-12 05:53:08 -08:00
Daniel Han
43ad66d37a
Versioning
2025-12-08 04:19:10 -08:00
Daniel Han
bebf042e0f
Update pyproject.toml
2025-12-08 04:13:45 -08:00
Daniel Han
e72e9d499d
Versioning
2025-12-08 04:06:01 -08:00
Noah Kirschmann
a80f1991c5
Update transformers version constraint in pyproject.toml ( #3689 )
...
* Update transformers version constraint in pyproject.toml
The latest transformers version just fixes the local training.
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Update transformers version constraint in pyproject.toml
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2025-12-08 03:27:18 -08:00
Daniel Han
cb4d8da5a2
Xformers fix
2025-12-07 16:40:51 -08:00
Daniel Han
3d62c38ada
Verisoning
2025-12-01 07:09:17 -08:00
Daniel Han
7af84b491e
Versioning
2025-11-25 07:12:45 -08:00
Daniel Han
49607bf27f
Add torch 2.9.1
2025-11-25 01:36:11 -08:00
Lei Zhenyuan
f746d854c5
[intel] change windows to remove windows-triton for intel xpu ( #3168 )
...
* change windows to remove windows-triton for intel xpu
* add changes for different platform
* Update pyproject.toml
* update mode windows
* Update pyproject.toml
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
* Update pyproject.toml
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
* Update pyproject.toml
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
* Update pyproject.toml
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
* Update pyproject.toml
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
* Update pyproject.toml
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
* Update pyproject.toml
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
* Update pyproject.toml
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
---------
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-11-23 22:03:54 -08:00
Daniel Han
3f0dde40d1
Update pyproject.toml
2025-11-14 20:01:02 -08:00
Daniel Han
d6bb89ad44
Formatting & bug fixes ( #3563 )
...
* Update rl.py
* Fix CE Loss
* Versioning
* Update loader.py
* Update loader.py
* extract_model_type_from_config
* Model types
* Update loader.py
* get_transformers_model_type
* Update loader.py
* Update loader.py
* Update loader.py
* Update rl.py
* Update pyproject.toml
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Versioning
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update vision.py
* Update vision.py
* Fix DataParallel
* Update _utils.py
* Update rl.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update mapper.py
* Versioning
* Update loader.py
* Update loader.py
* Update rl.py
* Versioning
* Update _utils.py
* Fix auto_mapping
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Message
* Update vision.py
* Update loader.py
* Update vision.py
* cache_implementation
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Save max_seq_length
* Update _utils.py
* Update rl.py
* Update vision.py
* Update llama.py
* Mistral3 vllm (#3349 )
* [WIP] use vLLM for vision language models
* Update README.md
Editing icon sizes
* Update README.md
Updating icon sizes
* Update README.md (#2885 )
* MoE kernels AGPLv3
* versioning
* Many bug fixes (#2908 )
* add deepseek v3
* add deepseek r1 base
* add deepseek r1 zero
* add deepseek distill llama
* add deepseek distill models
* remove redundant code when constructing model names
* add mistral small to registry
* rename model registration methods
* rename deepseek registration methods
* refactor naming for mistral and phi
* add global register models
* refactor model registration tests for new registry apis
* add model search method
* remove deprecated registration api
* add quant type test
* add registry readme
* make llama registration more specific
* clear registry when executing individual model registration file
* more registry readme updates
* Update _auto_install.py
* Llama4
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Synthetic data
* Update mapper.py
* Xet and Synthetic
* Update synthetic.py
* Update loader.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update pyproject.toml
* Delete .gitignore
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update _utils.py
* Update pyproject.toml
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
---------
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
* silienty skip falcon h1 import is transformers_version < 4.53.0 (#2912 )
* Dynamically adjust get_per_token_logps function and patch as well (#2911 )
* add intel gpu with vllm support (#2903 )
* [bugs] fix for casual mask (#2868 )
* fix for casual mask
* use un_casual in sdpa
* add missing mask
* fix for type
* Explicitly check if xformers exists for attention (#2889 )
* Update __init__.py
* Update llama.py
* if mlp doesn't exist in layer module check for feed_forward name for falcon h1 (#2913 )
* Move inputs to right devices. (#2919 )
* Move tensors to right devices
* fix multi gpu for non mistral models
* multi GPU RoPE for gemma2
* Finish up multi GPU inference
* Make multiGPU rope a list
* Remove unnecessary transfer to CPU
* Remove unnecessary move to CPU
* Donot move inputs to device yet
will be handled separately in another PR
* Move inputs to appropriate decoder device
* Make device count global variable
* Cleanup RoPE device code
* Fixup num_gpu to device count
* Cleanup device counts
* Use device index for RoPE get_cache
* Donot typecast
* Use tuple instead of list for tensors. Use device index directly
* fixup move to device logic
* WIP VLM vLLM
* Make vLLM patch a function
* Add save and load lora functions
* Make fast_inference setup depend on the flag
* Improve fast inference patching mechanism
* Make vision setting depend on checks in fastbasemodel
* Check LoRA and vLLM intercompatibility for vision models
* Comment pointing to vLLM LoRA check
* Improve lora validation on vLLM
* Error out on no vLLM and increase max lora rank
* Bug fixes (#3017 )
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update pyproject.toml
* Delete .gitignore
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update _utils.py
* Update pyproject.toml
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 4021da634a#3011 )
* [intel] add for intel path for llama.py (#3012 )
* fix for intel path
* remove unuse code
* Update unsloth/models/llama.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update llama.py
* Fix Gemma 2 (#3024 )
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update pyproject.toml
* Delete .gitignore
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update _utils.py
* Update pyproject.toml
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 4021da634a#3026 )
* Fix torch compile issues (#3028 )
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update pyproject.toml
* Delete .gitignore
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update _utils.py
* Update pyproject.toml
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 4021da634a#3186 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update _auto_install.py
* Update pyproject.toml
* Update rl.py
* Protobuf issue
* Update pyproject.toml
* Fix extras transformers typo in pyproject.toml
* Update _utils.py
* Bug fixes (#3195 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* adallow float32 dtype in FastLanguageModel (#3204 )
* Update loader.py
* Update vision.py
* Suppress message and use unsloth sampling params
* Use trl sampling params for now
* Improve error message
* fixup quantized fast inference model name
* Add mistral 3 support
---------
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
* Set padding to 0
* Fix patch
* fixup patch (#3359 )
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update vision.py
* Versioning
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* MXFP4 dequant
* Update loader.py
* Update vision.py
* load_in_16bit
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl.py
* Update vision.py
* offload_embedding
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl_replacements.py
* Update loader.py
* Fix padding issue
* Update pyproject.toml
* Update _utils.py
* Update pyproject.toml
* Update _utils.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* New models
* Update llama.py
* Versioning
* Update _utils.py
* Update llama.py
* Update _utils.py
* Update llama.py
* Fix AMD
* Update _utils.py
* Update llama.py
* Update vision.py
* DEVICE_TYPE_TORCH
* Update __init__.py
* Update __init__.py
* Update _utils.py
* Move DEVICE_TYPE
* Update rl_replacements.py
* Update loader.py
* AMD install script
* Move AMD
* Update _amd_install.sh
* Update pyproject.toml
* Update pyproject.toml
* Delete _amd_install.sh
* Update device_type.py
* Update loader.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update tokenizer_utils.py
* Versioning
* Update pyproject.toml
* Update loader.py
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update _utils.py
* Update pyproject.toml
* Update _utils.py
* Update _utils.py
* Update loader.py
* Update _utils.py
* Update _utils.py
* local_files_only
* Cut Cross Entropy
* Update llama.py
* Update vision.py
* Update vision.py
* Update vision.py
* Qwen 3 VL vLLM (#3489 )
* Update __init__.py
* patch_torchao
* torchao_logger
* Update rl_replacements.py
* Fix
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Versioning
* fbgemm fp8 block quant support (>=1.4.0) (#3531 )
* fbgemm fp8 block quant support (>=1.4.0)
* Verify for fp8 support before proceeding
* Use unsloth zoo's Version and improve comments
* spacessss
* Update vision.py
* Update vision.py
* Update rl.py
* vllm_sampling_params
* Update rl.py
* Update rl.py
* Update rl.py
* Add `ruff` pre-commit hook and apply it (#3424 )
* Add Ruff pre-commit config and workflow
* Add kwarg spacing enforcement helper
* Apply Ruff formatting
* Update fp8.py
* Revert ruff on some files
* Update
* force-exclude = true
* Datasets issue
* Ruff
* Remove mapper
* Update mapper.py
* Update pyproject.toml
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
Co-authored-by: Dan Saunders <danjsaund@gmail.com>
2025-11-07 06:00:22 -08:00
Daniel Han
a9ff4e23c9
Bug fixes ( #3546 )
...
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
* Update loader.py
* Update loader.py
* extract_model_type_from_config
* Model types
* Update loader.py
* get_transformers_model_type
* Update loader.py
* Update loader.py
* Update loader.py
* Update rl.py
* Update pyproject.toml
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Versioning
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update vision.py
* Update vision.py
* Fix DataParallel
* Update _utils.py
* Update rl.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update mapper.py
* Versioning
* Update loader.py
* Update loader.py
* Update rl.py
* Versioning
* Update _utils.py
* Fix auto_mapping
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Message
* Update vision.py
* Update loader.py
* Update vision.py
* cache_implementation
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Save max_seq_length
* Update _utils.py
* Update rl.py
* Update vision.py
* Update llama.py
* Mistral3 vllm (#3349 )
* [WIP] use vLLM for vision language models
* Update README.md
Editing icon sizes
* Update README.md
Updating icon sizes
* Update README.md (#2885 )
* MoE kernels AGPLv3
* versioning
* Many bug fixes (#2908 )
* add deepseek v3
* add deepseek r1 base
* add deepseek r1 zero
* add deepseek distill llama
* add deepseek distill models
* remove redundant code when constructing model names
* add mistral small to registry
* rename model registration methods
* rename deepseek registration methods
* refactor naming for mistral and phi
* add global register models
* refactor model registration tests for new registry apis
* add model search method
* remove deprecated registration api
* add quant type test
* add registry readme
* make llama registration more specific
* clear registry when executing individual model registration file
* more registry readme updates
* Update _auto_install.py
* Llama4
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Synthetic data
* Update mapper.py
* Xet and Synthetic
* Update synthetic.py
* Update loader.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update pyproject.toml
* Delete .gitignore
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update _utils.py
* Update pyproject.toml
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
---------
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
* silienty skip falcon h1 import is transformers_version < 4.53.0 (#2912 )
* Dynamically adjust get_per_token_logps function and patch as well (#2911 )
* add intel gpu with vllm support (#2903 )
* [bugs] fix for casual mask (#2868 )
* fix for casual mask
* use un_casual in sdpa
* add missing mask
* fix for type
* Explicitly check if xformers exists for attention (#2889 )
* Update __init__.py
* Update llama.py
* if mlp doesn't exist in layer module check for feed_forward name for falcon h1 (#2913 )
* Move inputs to right devices. (#2919 )
* Move tensors to right devices
* fix multi gpu for non mistral models
* multi GPU RoPE for gemma2
* Finish up multi GPU inference
* Make multiGPU rope a list
* Remove unnecessary transfer to CPU
* Remove unnecessary move to CPU
* Donot move inputs to device yet
will be handled separately in another PR
* Move inputs to appropriate decoder device
* Make device count global variable
* Cleanup RoPE device code
* Fixup num_gpu to device count
* Cleanup device counts
* Use device index for RoPE get_cache
* Donot typecast
* Use tuple instead of list for tensors. Use device index directly
* fixup move to device logic
* WIP VLM vLLM
* Make vLLM patch a function
* Add save and load lora functions
* Make fast_inference setup depend on the flag
* Improve fast inference patching mechanism
* Make vision setting depend on checks in fastbasemodel
* Check LoRA and vLLM intercompatibility for vision models
* Comment pointing to vLLM LoRA check
* Improve lora validation on vLLM
* Error out on no vLLM and increase max lora rank
* Bug fixes (#3017 )
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update pyproject.toml
* Delete .gitignore
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update _utils.py
* Update pyproject.toml
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 4021da634a#3011 )
* [intel] add for intel path for llama.py (#3012 )
* fix for intel path
* remove unuse code
* Update unsloth/models/llama.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update llama.py
* Fix Gemma 2 (#3024 )
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update pyproject.toml
* Delete .gitignore
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update _utils.py
* Update pyproject.toml
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 4021da634a#3026 )
* Fix torch compile issues (#3028 )
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update pyproject.toml
* Delete .gitignore
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update _utils.py
* Update pyproject.toml
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
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* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 4021da634a#3186 )
* Fix mamba
* Update loader.py
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* filter vLLM standby logs
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* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
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---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update _auto_install.py
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* Bug fixes (#3195 )
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* filter vLLM standby logs
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* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
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---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* adallow float32 dtype in FastLanguageModel (#3204 )
* Update loader.py
* Update vision.py
* Suppress message and use unsloth sampling params
* Use trl sampling params for now
* Improve error message
* fixup quantized fast inference model name
* Add mistral 3 support
---------
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
* Set padding to 0
* Fix patch
* fixup patch (#3359 )
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update vision.py
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* DEVICE_TYPE_TORCH
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* local_files_only
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* Qwen 3 VL vLLM (#3489 )
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---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
2025-11-03 06:47:26 -08:00
