From f176cbd36aadb1d97297fa8d7ecd04290662f812 Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Wed, 10 Jul 2024 01:59:06 -0700 Subject: [PATCH] Many bug fixes (#754) * Update gemma2.py * Update llama.py * Update llama.py * Update gemma2.py * init * Update gemma2.py * Update gemma2.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update gemma2.py * Update gemma2.py * Update gemma2.py * All RoPE Scaling support * cleanup * Update llama.py * Update llama.py * Update _utils.py * Update _utils.py * exec * exec * Attention_Module * attention_module * imports * exec * Update llama.py * Update llama.py * boolean mask * revert masking * Update llama.py * Update save.py * Update llama.py * Update gemma2.py * Update gemma2.py * Update gemma2.py * Update utils.py * retry * Update gemma2.py * Update gemma2.py * Update gemma2.py * Update _utils.py * Update _utils.py * Update gemma2.py * Update chat_templates.py * Gemma 2 Ollama support * Update llama.py * Update llama.py * error handling * Update _utils.py * Update _utils.py * Stats for debugging * Update _utils.py * Update _utils.py * Debugging * Update tokenizer_utils.py * Update _utils.py * Update cross_entropy_loss.py * Update cross_entropy_loss.py * Update cross_entropy_loss.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Check exec, eval * Update _utils.py * Update _utils.py * Images * Bug fixes * Update pyproject.toml * Bug fixes * Update _utils.py * Update _utils.py --- images/Assistant.png | Bin 0 -> 82593 bytes images/Terminal_Type.png | Bin 0 -> 69402 bytes images/Where_Terminal.png | Bin 0 -> 179005 bytes pyproject.toml | 4 +++- unsloth/models/_utils.py | 26 +++++++++++++++++--- unsloth/models/gemma.py | 32 ++++++++++++++++++------- unsloth/models/gemma2.py | 48 +++++++++++++++++++++++++++---------- unsloth/models/llama.py | 8 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[project.optional-dependencies] huggingface = [ + "packaging", "tyro", "transformers>=4.42.3", "datasets>=2.16.0", @@ -184,6 +185,7 @@ colab-ampere-torch220 = [ "flash-attn", ] colab-new = [ + "packaging", "tyro", "transformers>=4.42.3", "datasets>=2.16.0", @@ -198,7 +200,7 @@ colab-no-deps = [ "accelerate>=0.26.1", "trl>=0.7.9", "peft>=0.7.1", - "xformers", + "xformers<0.0.27", "bitsandbytes", "protobuf<4.0.0", ] diff --git a/unsloth/models/_utils.py b/unsloth/models/_utils.py index 9eaded31a..e54328743 100644 --- a/unsloth/models/_utils.py +++ b/unsloth/models/_utils.py @@ -43,6 +43,7 @@ from platform import system as platform_system platform_system = platform_system() import numpy as np import warnings, subprocess, re, inspect, psutil, os, math +from packaging.version import Version # ============================================= # Disable some warnings which can get annoying @@ -126,6 +127,23 @@ pass import xformers.ops.fmha as xformers xformers_attention = xformers.memory_efficient_attention from xformers import __version__ as xformers_version +# Temporarily disable 0.0.27 and higher - inference issues +if Version(xformers_version) >= Version("0.0.27"): + raise ImportError( + f"Unsloth: Your xformers version of {xformers_version} is too new.\n"\ + 'Please downgrade xformers via `pip install --force-reinstall "xformers<0.0.27"' + ) +pass + +# Check TRL version +from trl import __version__ as trl_version +if Version(xformers_version) >= Version("0.9.0"): + raise ImportError( + f"Unsloth: Your TRL version of {trl_version} is too new.\n"\ + 'Please downgrade TRL via `pip install --force-reinstall "trl<0.9.0"' + ) +pass + # ============================================= # ============================================= @@ -696,12 +714,14 @@ pass def check_nvidia(): # Unsloth doesn't work yet on AMD devices - we're working on it! + output = np.array([0,]) try: output = subprocess.check_output("nvidia-smi --query-gpu=memory.used --format=csv", shell = True) + output = re.findall(rb'([\d]{1,})[\s]{1,}M', output) + output = np.array([int(x.decode('utf-8'))/1024 for x in output]) except: - raise RuntimeError("Unsloth: We do not support AMD / Intel machines yet - it is a work in progress!") - output = re.findall(rb'([\d]{1,})[\s]{1,}M', output) - output = np.array([int(x.decode('utf-8'))/1024 for x in output]) + if not torch.cuda.is_available(): + raise RuntimeError("Unsloth: We do not support AMD / Intel machines yet - it is a work in progress!") return output pass PRE_CHECK = check_nvidia() diff --git a/unsloth/models/gemma.py b/unsloth/models/gemma.py index c47e65e87..bc70b993a 100644 --- a/unsloth/models/gemma.py +++ b/unsloth/models/gemma.py @@ -15,15 +15,29 @@ from .llama import * from ._utils import __version__ -from transformers.models.gemma.modeling_gemma import ( - GemmaAttention, - GemmaDecoderLayer, - GemmaModel, - GemmaForCausalLM, - GemmaRotaryEmbedding, - apply_rotary_pos_emb, - repeat_kv, -) +try: + from transformers.models.gemma.modeling_gemma import ( + GemmaAttention, + GemmaDecoderLayer, + GemmaModel, + GemmaForCausalLM, + GemmaRotaryEmbedding, + apply_rotary_pos_emb, + repeat_kv, + ) +except: + from packaging.version import Version + transformers_version = Version(transformers_version) + if not transformers_version >= Version("4.38"): + raise ImportError( + f"Unsloth: Your transformers version of {transformers_version} does not support Gemma.\n"\ + f"The minimum required version is 4.38.\n"\ + f'Try `pip install --upgrade "transformers>=4.38"`\n'\ + f"to obtain the latest transformers build, then restart this session."\ + ) + pass +pass + from transformers.modeling_attn_mask_utils import ( _prepare_4d_causal_attention_mask_for_sdpa, ) diff --git a/unsloth/models/gemma2.py b/unsloth/models/gemma2.py index fda78534d..cf1936ded 100644 --- a/unsloth/models/gemma2.py +++ b/unsloth/models/gemma2.py @@ -19,15 +19,29 @@ from .gemma import ( GemmaFixedLinearScalingRotaryEmbedding, fast_geglu_inference, ) -from transformers.models.gemma2.modeling_gemma2 import ( - Gemma2Attention, - Gemma2DecoderLayer, - Gemma2Model, - Gemma2ForCausalLM, - Gemma2RotaryEmbedding, - apply_rotary_pos_emb, - repeat_kv, -) +try: + from transformers.models.gemma2.modeling_gemma2 import ( + Gemma2Attention, + Gemma2DecoderLayer, + Gemma2Model, + Gemma2ForCausalLM, + Gemma2RotaryEmbedding, + apply_rotary_pos_emb, + repeat_kv, + ) +except: + from packaging.version import Version + transformers_version = Version(transformers_version) + if not transformers_version >= Version("4.42"): + raise ImportError( + f"Unsloth: Your transformers version of {transformers_version} does not support Gemma2.\n"\ + f"The minimum required version is 4.42.3.\n"\ + f'Try `pip install --upgrade "transformers>=4.42.3"`\n'\ + f"to obtain the latest transformers build, then restart this session."\ + ) + pass +pass + from transformers.modeling_attn_mask_utils import ( _prepare_4d_causal_attention_mask_for_sdpa, ) @@ -46,7 +60,7 @@ pass # [TODO] We must randomnly use torch.compile? # I checked the gradients and formulas and I'm sure it's correct. # I'm stumped :( -@torch.compile(fullgraph = True, dynamic = True)#, options = torch_compile_options) +@torch.compile(fullgraph = True, dynamic = True, options = torch_compile_options) def fast_rms_layernorm_gemma2_compiled(layernorm, X, gemma = True): old_dtype = X.dtype X = X.float() @@ -70,7 +84,11 @@ def gemma2_attention(Q, K, V, causal_mask, self, bsz, q_len): K = K.reshape(bsz, n_heads, q_len, head_dim) V = V.reshape(bsz, n_heads, q_len, head_dim) - s = self.config.hidden_size // self.config.num_attention_heads + # See https://github.com/google/gemma_pytorch/commit/03e657582d17cb5a8617ebf333c1c16f3694670e + # Gemma 9b should use 256 and not 224 (hs / nah). 27b uses the below + # We default to using the config file itself + # s = self.config.hidden_size // self.config.num_attention_heads + s = self.config.query_pre_attn_scalar t = self.config.attn_logit_softcapping Q = Q * torch.tensor(s**-0.5, dtype = Q.dtype) # Follow Keras exactly @@ -260,7 +278,13 @@ def Gemma2Attention_fast_forward_inference( # Only for Gemma2 self.temp_O = torch.empty((1, bsz, self.hidden_size), dtype = dtype, device = "cuda:0") self.attention = torch.empty((bsz, n_heads, 1, KV_CACHE_INCREMENT+seq_len), dtype = dtype, device = "cuda:0") - self.scalar = 1.0 / math_sqrt(self.config.hidden_size // self.config.num_attention_heads) + + # See https://github.com/google/gemma_pytorch/commit/03e657582d17cb5a8617ebf333c1c16f3694670e + # Gemma 9b should use 256 and not 224 (hs / nah). 27b uses the below + # We default to using the config file itself + # s = self.config.hidden_size // self.config.num_attention_heads + self.scalar = 1.0 / math_sqrt(self.config.query_pre_attn_scalar) + # self.scalar = 1.0 / math_sqrt(self.config.hidden_size // self.config.num_attention_heads) self.half_head_dim = head_dim // 2 self. t = self.config.attn_logit_softcapping self.reciprocal_t = 1.0 / self.config.attn_logit_softcapping diff --git a/unsloth/models/llama.py b/unsloth/models/llama.py index de7f7bc49..2d888b8c0 100644 --- a/unsloth/models/llama.py +++ b/unsloth/models/llama.py @@ -1276,12 +1276,14 @@ class FastLlamaModel: f' "-____-" Number of trainable parameters = {get_model_param_count(model, trainable_only=True):,}' logger.warning(debug_info) import subprocess, re, gc, numpy as np + a = np.array([0,]) try: a = subprocess.check_output('nvidia-smi --query-gpu=memory.used --format=csv', shell = True) + a = re.findall(rb'([\\d]{1,})[\\s]{1,}M', a) + a = np.array([int(x.decode('utf-8'))/1024 for x in a]) except: - raise RuntimeError('Unsloth: We do not support AMD / Intel machines yet - it is a work in progress!') - a = re.findall(rb'([\\d]{1,})[\\s]{1,}M', a) - a = np.array([int(x.decode('utf-8'))/1024 for x in a]) + if not torch.cuda.is_available(): + raise RuntimeError('Unsloth: We do not support AMD / Intel machines yet - it is a work in progress!') if ((a - PRE_CHECK) >= 1).sum() > 1: raise RuntimeError('Unsloth currently does not support multi GPU setups - but we are working on it!') for _ in range(3): diff --git a/unsloth/models/loader.py b/unsloth/models/loader.py index 82d177e46..0f170597b 100644 --- a/unsloth/models/loader.py +++ b/unsloth/models/loader.py @@ -22,16 +22,16 @@ from .mapper import INT_TO_FLOAT_MAPPER, FLOAT_TO_INT_MAPPER import os # https://github.com/huggingface/transformers/pull/26037 allows 4 bit loading! -major, minor = transformers_version.split(".")[:2] -major, minor = int(major), int(minor) -SUPPORTS_FOURBIT = (major > 4) or (major == 4 and minor >= 37) -SUPPORTS_GEMMA = (major > 4) or (major == 4 and minor >= 38) -SUPPORTS_GEMMA2 = (major > 4) or (major == 4 and minor >= 42) +from packaging.version import Version +transformers_version = Version(transformers_version) +SUPPORTS_FOURBIT = transformers_version >= Version("4.37") +SUPPORTS_GEMMA = transformers_version >= Version("4.38") +SUPPORTS_GEMMA2 = transformers_version >= Version("4.42") if SUPPORTS_GEMMA: from .gemma import FastGemmaModel if SUPPORTS_GEMMA2: from .gemma2 import FastGemma2Model -del major, minor +pass def _get_model_name(model_name, load_in_4bit = True): @@ -134,7 +134,7 @@ class FastLanguageModel(FastLlamaModel): elif model_type == "mistral": dispatch_model = FastMistralModel elif model_type == "gemma": if not SUPPORTS_GEMMA: - raise RuntimeError( + raise ImportError( f"Unsloth: Your transformers version of {transformers_version} does not support Gemma.\n"\ f"The minimum required version is 4.38.\n"\ f'Try `pip install --upgrade "transformers>=4.38"`\n'\ @@ -143,10 +143,10 @@ class FastLanguageModel(FastLlamaModel): dispatch_model = FastGemmaModel elif model_type == "gemma2": if not SUPPORTS_GEMMA2: - raise RuntimeError( + raise ImportError( f"Unsloth: Your transformers version of {transformers_version} does not support Gemma2.\n"\ - f"The minimum required version is 4.43.\n"\ - f'Try `pip install --upgrade "transformers>=4.43"`\n'\ + f"The minimum required version is 4.42.3.\n"\ + f'Try `pip install --upgrade "transformers>=4.42.3"`\n'\ f"to obtain the latest transformers build, then restart this session."\ ) dispatch_model = FastGemma2Model diff --git a/unsloth/tokenizer_utils.py b/unsloth/tokenizer_utils.py index 440a53c1f..dc0c7da85 100644 --- a/unsloth/tokenizer_utils.py +++ b/unsloth/tokenizer_utils.py @@ -910,12 +910,14 @@ pass def check_nvidia(): # Unsloth doesn't work yet on AMD devices - we're working on it! + output = np.array([0,]) try: output = subprocess.check_output("nvidia-smi --query-gpu=memory.used --format=csv", shell = True) + output = re.findall(rb'([\d]{1,})[\s]{1,}M', output) + output = np.array([int(x.decode('utf-8'))/1024 for x in output]) except: - raise RuntimeError("Unsloth: We do not support AMD / Intel machines yet - it is a work in progress!") - output = re.findall(rb'([\d]{1,})[\s]{1,}M', output) - output = np.array([int(x.decode('utf-8'))/1024 for x in output]) + if not torch.cuda.is_available(): + raise RuntimeError("Unsloth: We do not support AMD / Intel machines yet - it is a work in progress!") return output pass PRE_CHECK = check_nvidia() @@ -972,12 +974,14 @@ def patch_sft_trainer_tokenizer(): " )\n"\ "pass\n"\ "import subprocess, re, gc, numpy as np\n"\ + "a = np.array([0,])\n"\ "try:\n"\ " a = subprocess.check_output('nvidia-smi --query-gpu=memory.used --format=csv', shell = True)\n"\ + " a = re.findall(rb'([\\d]{1,})[\\s]{1,}M', a)\n"\ + " a = np.array([int(x.decode('utf-8'))/1024 for x in a])\n"\ "except:\n"\ - " raise RuntimeError('Unsloth: We do not support AMD / Intel machines yet - it is a work in progress!')\n"\ - "a = re.findall(rb'([\\d]{1,})[\\s]{1,}M', a)\n"\ - "a = np.array([int(x.decode('utf-8'))/1024 for x in a])\n"\ + " if not torch.cuda.is_available():\n"\ + " raise RuntimeError('Unsloth: We do not support AMD / Intel machines yet - it is a work in progress!')\n"\ "if ((a - PRE_CHECK) >= 1).sum() > 1:\n"\ " raise RuntimeError('Unsloth currently does not support multi GPU setups - but we are working on it!')\n"\ "for _ in range(3):\n"\