All attention refactor fix #1491
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Happy New Year - apologies couldn't get to this earlier! You're correct Hugging Face had a full attention refactor - appreciate the PR as well - I'm working on trying to make old transformers versions work as well |
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Oh actually - you're correct this also works on old HF versions - it seems like HF already allowed a config file since 4.46 I think |
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Thanks a lot @KareemMusleh ! |
danielhanchen
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Jan 7, 2025
* use exact model name * Update save.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * print * Update _utils.py * Update _utils.py * Update llama.py * Update _utils.py * Update vision.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update loader.py * accurate_accumulation * Update loader.py * Update loader.py * Update _utils.py * Update loader.py * Update loader.py * Update loader.py * Update loader.py * Update pyproject.toml * Update __init__.py * Update pyproject.toml * Update __init__.py * Update __init__.py * Fix Triton heuristics triton-lang/triton#5224 * Update __init__.py * Update __init__.py * Update __init__.py * Update __init__.py * Xformers * Update loader.py * Update loader.py * Rewind * Update _utils.py * Update _utils.py * requires grad * Update loader.py * Update _utils.py * Update loader.py * changing model to base_model if peft model is already used * Improve debugging experience (#1512) * Create CONTRIBUTING.md (#1472) Creating contributing guidelines * Update CONTRIBUTING.md improved sentence * Improve logging control in `unsloth_compile_transformers` by conditionally redirecting stdout based on UNSLOTH_DISABLE_LOGGER environment variable --------- Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com> * Update loader.py * Update llama.py * Update llama.py * Revert "Update llama.py" This reverts commit b7ddf96. * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Auto change is_bfloat16_supported * Update llama.py * Force data-type * Update llama.py * All attention refactor fix (#1491) * change initilization of n_heads, n_kv_heads, hidden_size in llama.py * do the same for cohere, mistral, gemma2, granite * do the same for flexattention,cohere, mistral, granite * Update llama.py * Update llama.py * Update granite to work with latest post_patch methods (#1502) * Update granite to work with latest post_patch methods * Pass position_embeddings for granite even if transformers<4.47 * Update llama.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Minor fixes for granite models (#1503) * Update granite.py Grab residual multiplier directly from layer * Update llama.py Version should read >= 4.47.1 as that is the version requiring the changes * Update granite.py * Update llama.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * support modelscope models and datasets (#1481) * support modelscope * change modelscope args * remove useless import * remove useless import * fix * wip * fix * remove useless code * add readme * add some comments * change print to raise error * update comment * Update loader.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> --------- Co-authored-by: Itsuro Tajima <tajima@georepublic.de> Co-authored-by: Muhammad Osama <muhammadosama1994@gmail.com> Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com> Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com> Co-authored-by: Kareem <81531392+KareemMusleh@users.noreply.github.com> Co-authored-by: Datta Nimmaturi <datta.nimmaturi@nutanix.com> Co-authored-by: Z <coffeevampirebusiness@gmail.com> Co-authored-by: tastelikefeet <58414341+tastelikefeet@users.noreply.github.com>
Happy to contribute! |
danielhanchen
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Jan 8, 2025
* use exact model name * Update save.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * print * Update _utils.py * Update _utils.py * Update llama.py * Update _utils.py * Update vision.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update loader.py * accurate_accumulation * Update loader.py * Update loader.py * Update _utils.py * Update loader.py * Update loader.py * Update loader.py * Update loader.py * Update pyproject.toml * Update __init__.py * Update pyproject.toml * Update __init__.py * Update __init__.py * Fix Triton heuristics triton-lang/triton#5224 * Update __init__.py * Update __init__.py * Update __init__.py * Update __init__.py * Xformers * Update loader.py * Update loader.py * Rewind * Update _utils.py * Update _utils.py * requires grad * Update loader.py * Update _utils.py * Update loader.py * changing model to base_model if peft model is already used * Improve debugging experience (#1512) * Create CONTRIBUTING.md (#1472) Creating contributing guidelines * Update CONTRIBUTING.md improved sentence * Improve logging control in `unsloth_compile_transformers` by conditionally redirecting stdout based on UNSLOTH_DISABLE_LOGGER environment variable --------- Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com> * Update loader.py * Update llama.py * Update llama.py * Revert "Update llama.py" This reverts commit b7ddf96. * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Auto change is_bfloat16_supported * Update llama.py * Force data-type * Update llama.py * All attention refactor fix (#1491) * change initilization of n_heads, n_kv_heads, hidden_size in llama.py * do the same for cohere, mistral, gemma2, granite * do the same for flexattention,cohere, mistral, granite * Update llama.py * Update llama.py * Update granite to work with latest post_patch methods (#1502) * Update granite to work with latest post_patch methods * Pass position_embeddings for granite even if transformers<4.47 * Update llama.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Minor fixes for granite models (#1503) * Update granite.py Grab residual multiplier directly from layer * Update llama.py Version should read >= 4.47.1 as that is the version requiring the changes * Update granite.py * Update llama.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * support modelscope models and datasets (#1481) * support modelscope * change modelscope args * remove useless import * remove useless import * fix * wip * fix * remove useless code * add readme * add some comments * change print to raise error * update comment * Update loader.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Merge branch 'main' into nightly * Phi 4 --------- Co-authored-by: Itsuro Tajima <tajima@georepublic.de> Co-authored-by: Muhammad Osama <muhammadosama1994@gmail.com> Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com> Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com> Co-authored-by: Kareem <81531392+KareemMusleh@users.noreply.github.com> Co-authored-by: Datta Nimmaturi <datta.nimmaturi@nutanix.com> Co-authored-by: Z <coffeevampirebusiness@gmail.com> Co-authored-by: tastelikefeet <58414341+tastelikefeet@users.noreply.github.com>
danielhanchen
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Jan 20, 2025
* use exact model name * Update save.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * print * Update _utils.py * Update _utils.py * Update llama.py * Update _utils.py * Update vision.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update loader.py * accurate_accumulation * Update loader.py * Update loader.py * Update _utils.py * Update loader.py * Update loader.py * Update loader.py * Update loader.py * Update pyproject.toml * Update __init__.py * Update pyproject.toml * Update __init__.py * Update __init__.py * Fix Triton heuristics triton-lang/triton#5224 * Update __init__.py * Update __init__.py * Update __init__.py * Update __init__.py * Xformers * Update loader.py * Update loader.py * Rewind * Update _utils.py * Update _utils.py * requires grad * Update loader.py * Update _utils.py * Update loader.py * changing model to base_model if peft model is already used * Improve debugging experience (#1512) * Create CONTRIBUTING.md (#1472) Creating contributing guidelines * Update CONTRIBUTING.md improved sentence * Improve logging control in `unsloth_compile_transformers` by conditionally redirecting stdout based on UNSLOTH_DISABLE_LOGGER environment variable --------- Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com> * Update loader.py * Update llama.py * Update llama.py * Revert "Update llama.py" This reverts commit b7ddf96. * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Auto change is_bfloat16_supported * Update llama.py * Force data-type * Update llama.py * All attention refactor fix (#1491) * change initilization of n_heads, n_kv_heads, hidden_size in llama.py * do the same for cohere, mistral, gemma2, granite * do the same for flexattention,cohere, mistral, granite * Update llama.py * Update llama.py * Update granite to work with latest post_patch methods (#1502) * Update granite to work with latest post_patch methods * Pass position_embeddings for granite even if transformers<4.47 * Update llama.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Minor fixes for granite models (#1503) * Update granite.py Grab residual multiplier directly from layer * Update llama.py Version should read >= 4.47.1 as that is the version requiring the changes * Update granite.py * Update llama.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * support modelscope models and datasets (#1481) * support modelscope * change modelscope args * remove useless import * remove useless import * fix * wip * fix * remove useless code * add readme * add some comments * change print to raise error * update comment * Update loader.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Merge branch 'main' into nightly * Phi 4 * Update llama.py * Torch.Cuda Is Available Condition and Warning (#1545) * check for torch.cuda and triton if available on my machine(mac m3) the cuda were not available * Update pyproject.toml * Update __init__.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Update mistral.py * Update mistral.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Fix * Bug fixes * Update mapper.py * Add dropout to granite to match HF's implementation (#1557) Signed-off-by: datta0 <venkatadattasainimmaturi@gmail.com> * Update llama.py * Update llama.py * Bug fixes * fix: flash_attn_detection_error (#1556) * fix: flash_attn_detection_error * Update _utils.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> --------- Signed-off-by: datta0 <venkatadattasainimmaturi@gmail.com> Co-authored-by: Itsuro Tajima <tajima@georepublic.de> Co-authored-by: Muhammad Osama <muhammadosama1994@gmail.com> Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com> Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com> Co-authored-by: Kareem <81531392+KareemMusleh@users.noreply.github.com> Co-authored-by: Datta Nimmaturi <datta.nimmaturi@nutanix.com> Co-authored-by: Z <coffeevampirebusiness@gmail.com> Co-authored-by: tastelikefeet <58414341+tastelikefeet@users.noreply.github.com> Co-authored-by: AminWhat <88392440+aminwhat@users.noreply.github.com> Co-authored-by: Zhe Zhang <2631992879@qq.com>
danielhanchen
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Jan 31, 2025
* use exact model name * Update save.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * print * Update _utils.py * Update _utils.py * Update llama.py * Update _utils.py * Update vision.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update loader.py * accurate_accumulation * Update loader.py * Update loader.py * Update _utils.py * Update loader.py * Update loader.py * Update loader.py * Update loader.py * Update pyproject.toml * Update __init__.py * Update pyproject.toml * Update __init__.py * Update __init__.py * Fix Triton heuristics triton-lang/triton#5224 * Update __init__.py * Update __init__.py * Update __init__.py * Update __init__.py * Xformers * Update loader.py * Update loader.py * Rewind * Update _utils.py * Update _utils.py * requires grad * Update loader.py * Update _utils.py * Update loader.py * changing model to base_model if peft model is already used * Improve debugging experience (#1512) * Create CONTRIBUTING.md (#1472) Creating contributing guidelines * Update CONTRIBUTING.md improved sentence * Improve logging control in `unsloth_compile_transformers` by conditionally redirecting stdout based on UNSLOTH_DISABLE_LOGGER environment variable --------- Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com> * Update loader.py * Update llama.py * Update llama.py * Revert "Update llama.py" This reverts commit b7ddf96. * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Auto change is_bfloat16_supported * Update llama.py * Force data-type * Update llama.py * All attention refactor fix (#1491) * change initilization of n_heads, n_kv_heads, hidden_size in llama.py * do the same for cohere, mistral, gemma2, granite * do the same for flexattention,cohere, mistral, granite * Update llama.py * Update llama.py * Update granite to work with latest post_patch methods (#1502) * Update granite to work with latest post_patch methods * Pass position_embeddings for granite even if transformers<4.47 * Update llama.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Minor fixes for granite models (#1503) * Update granite.py Grab residual multiplier directly from layer * Update llama.py Version should read >= 4.47.1 as that is the version requiring the changes * Update granite.py * Update llama.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * support modelscope models and datasets (#1481) * support modelscope * change modelscope args * remove useless import * remove useless import * fix * wip * fix * remove useless code * add readme * add some comments * change print to raise error * update comment * Update loader.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Merge branch 'main' into nightly * Phi 4 * Update llama.py * Torch.Cuda Is Available Condition and Warning (#1545) * check for torch.cuda and triton if available on my machine(mac m3) the cuda were not available * Update pyproject.toml * Update __init__.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Update mistral.py * Update mistral.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Fix * Bug fixes * Update mapper.py * Add dropout to granite to match HF's implementation (#1557) Signed-off-by: datta0 <venkatadattasainimmaturi@gmail.com> * Update llama.py * Update llama.py * Bug fixes * fix: flash_attn_detection_error (#1556) * fix: flash_attn_detection_error * Update _utils.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Update mapper.py --------- Signed-off-by: datta0 <venkatadattasainimmaturi@gmail.com> Co-authored-by: Itsuro Tajima <tajima@georepublic.de> Co-authored-by: Muhammad Osama <muhammadosama1994@gmail.com> Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com> Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com> Co-authored-by: Kareem <81531392+KareemMusleh@users.noreply.github.com> Co-authored-by: Datta Nimmaturi <datta.nimmaturi@nutanix.com> Co-authored-by: Z <coffeevampirebusiness@gmail.com> Co-authored-by: tastelikefeet <58414341+tastelikefeet@users.noreply.github.com> Co-authored-by: AminWhat <88392440+aminwhat@users.noreply.github.com> Co-authored-by: Zhe Zhang <2631992879@qq.com>
danielhanchen
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Feb 6, 2025
* use exact model name * Update save.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * print * Update _utils.py * Update _utils.py * Update llama.py * Update _utils.py * Update vision.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update loader.py * accurate_accumulation * Update loader.py * Update loader.py * Update _utils.py * Update loader.py * Update loader.py * Update loader.py * Update loader.py * Update pyproject.toml * Update __init__.py * Update pyproject.toml * Update __init__.py * Update __init__.py * Fix Triton heuristics triton-lang/triton#5224 * Update __init__.py * Update __init__.py * Update __init__.py * Update __init__.py * Xformers * Update loader.py * Update loader.py * Rewind * Update _utils.py * Update _utils.py * requires grad * Update loader.py * Update _utils.py * Update loader.py * changing model to base_model if peft model is already used * Improve debugging experience (#1512) * Create CONTRIBUTING.md (#1472) Creating contributing guidelines * Update CONTRIBUTING.md improved sentence * Improve logging control in `unsloth_compile_transformers` by conditionally redirecting stdout based on UNSLOTH_DISABLE_LOGGER environment variable --------- Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com> * Update loader.py * Update llama.py * Update llama.py * Revert "Update llama.py" This reverts commit b7ddf96. * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Auto change is_bfloat16_supported * Update llama.py * Force data-type * Update llama.py * All attention refactor fix (#1491) * change initilization of n_heads, n_kv_heads, hidden_size in llama.py * do the same for cohere, mistral, gemma2, granite * do the same for flexattention,cohere, mistral, granite * Update llama.py * Update llama.py * Update granite to work with latest post_patch methods (#1502) * Update granite to work with latest post_patch methods * Pass position_embeddings for granite even if transformers<4.47 * Update llama.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Minor fixes for granite models (#1503) * Update granite.py Grab residual multiplier directly from layer * Update llama.py Version should read >= 4.47.1 as that is the version requiring the changes * Update granite.py * Update llama.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * support modelscope models and datasets (#1481) * support modelscope * change modelscope args * remove useless import * remove useless import * fix * wip * fix * remove useless code * add readme * add some comments * change print to raise error * update comment * Update loader.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Merge branch 'main' into nightly * Phi 4 * Update llama.py * Torch.Cuda Is Available Condition and Warning (#1545) * check for torch.cuda and triton if available on my machine(mac m3) the cuda were not available * Update pyproject.toml * Update __init__.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Update mistral.py * Update mistral.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Fix * Bug fixes * Update mapper.py * Add dropout to granite to match HF's implementation (#1557) Signed-off-by: datta0 <venkatadattasainimmaturi@gmail.com> * Update llama.py * Update llama.py * Bug fixes * fix: flash_attn_detection_error (#1556) * fix: flash_attn_detection_error * Update _utils.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Update mapper.py * Update gemma.py * Update gemma.py * Update gemma.py * Update gemma.py * dim fix * Update _utils.py * Torch 2.6 support * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Faster inference? * Update llama.py * Update llama.py * Update utils.py * Update llama.py * Update llama.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update mapper.py * Fast Inference via vLLM * Update llama.py * Update llama.py * Update utils.py * Create rl.py * PatchRL * Update rl.py * Update rl.py * Update rl.py * PatchRLStatistics * Update rl.py * Update rl.py * Update rl.py * Update utils.py * Update utils.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * RL metrics * Update rl.py * RL metrics * Update __init__.py * Update rl.py * Update rl.py * Update rl.py * Update chat_templates.py * Update mapper.py * Fp8 cache * Update llama.py * Update llama.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update __init__.py * Update loader.py --------- Signed-off-by: datta0 <venkatadattasainimmaturi@gmail.com> Co-authored-by: Itsuro Tajima <tajima@georepublic.de> Co-authored-by: Muhammad Osama <muhammadosama1994@gmail.com> Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com> Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com> Co-authored-by: Kareem <81531392+KareemMusleh@users.noreply.github.com> Co-authored-by: Datta Nimmaturi <datta.nimmaturi@nutanix.com> Co-authored-by: Z <coffeevampirebusiness@gmail.com> Co-authored-by: tastelikefeet <58414341+tastelikefeet@users.noreply.github.com> Co-authored-by: AminWhat <88392440+aminwhat@users.noreply.github.com> Co-authored-by: Zhe Zhang <2631992879@qq.com>
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Feb 6, 2025
* use exact model name * Update save.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * print * Update _utils.py * Update _utils.py * Update llama.py * Update _utils.py * Update vision.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update loader.py * accurate_accumulation * Update loader.py * Update loader.py * Update _utils.py * Update loader.py * Update loader.py * Update loader.py * Update loader.py * Update pyproject.toml * Update __init__.py * Update pyproject.toml * Update __init__.py * Update __init__.py * Fix Triton heuristics triton-lang/triton#5224 * Update __init__.py * Update __init__.py * Update __init__.py * Update __init__.py * Xformers * Update loader.py * Update loader.py * Rewind * Update _utils.py * Update _utils.py * requires grad * Update loader.py * Update _utils.py * Update loader.py * changing model to base_model if peft model is already used * Improve debugging experience (#1512) * Create CONTRIBUTING.md (#1472) Creating contributing guidelines * Update CONTRIBUTING.md improved sentence * Improve logging control in `unsloth_compile_transformers` by conditionally redirecting stdout based on UNSLOTH_DISABLE_LOGGER environment variable --------- Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com> * Update loader.py * Update llama.py * Update llama.py * Revert "Update llama.py" This reverts commit b7ddf96. * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Auto change is_bfloat16_supported * Update llama.py * Force data-type * Update llama.py * All attention refactor fix (#1491) * change initilization of n_heads, n_kv_heads, hidden_size in llama.py * do the same for cohere, mistral, gemma2, granite * do the same for flexattention,cohere, mistral, granite * Update llama.py * Update llama.py * Update granite to work with latest post_patch methods (#1502) * Update granite to work with latest post_patch methods * Pass position_embeddings for granite even if transformers<4.47 * Update llama.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Minor fixes for granite models (#1503) * Update granite.py Grab residual multiplier directly from layer * Update llama.py Version should read >= 4.47.1 as that is the version requiring the changes * Update granite.py * Update llama.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * support modelscope models and datasets (#1481) * support modelscope * change modelscope args * remove useless import * remove useless import * fix * wip * fix * remove useless code * add readme * add some comments * change print to raise error * update comment * Update loader.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Merge branch 'main' into nightly * Phi 4 * Update llama.py * Torch.Cuda Is Available Condition and Warning (#1545) * check for torch.cuda and triton if available on my machine(mac m3) the cuda were not available * Update pyproject.toml * Update __init__.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Update mistral.py * Update mistral.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Fix * Bug fixes * Update mapper.py * Add dropout to granite to match HF's implementation (#1557) Signed-off-by: datta0 <venkatadattasainimmaturi@gmail.com> * Update llama.py * Update llama.py * Bug fixes * fix: flash_attn_detection_error (#1556) * fix: flash_attn_detection_error * Update _utils.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Update mapper.py * Update gemma.py * Update gemma.py * Update gemma.py * Update gemma.py * dim fix * Update _utils.py * Torch 2.6 support * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Faster inference? * Update llama.py * Update llama.py * Update utils.py * Update llama.py * Update llama.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update utils.py * Update mapper.py * Fast Inference via vLLM * Update llama.py * Update llama.py * Update utils.py * Create rl.py * PatchRL * Update rl.py * Update rl.py * Update rl.py * PatchRLStatistics * Update rl.py * Update rl.py * Update rl.py * Update utils.py * Update utils.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * RL metrics * Update rl.py * RL metrics * Update __init__.py * Update rl.py * Update rl.py * Update rl.py * Update chat_templates.py * Update mapper.py * Fp8 cache * Update llama.py * Update llama.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update __init__.py * Update loader.py * Update rl.py * Update rl.py * Update _utils.py --------- Signed-off-by: datta0 <venkatadattasainimmaturi@gmail.com> Co-authored-by: Itsuro Tajima <tajima@georepublic.de> Co-authored-by: Muhammad Osama <muhammadosama1994@gmail.com> Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com> Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com> Co-authored-by: Kareem <81531392+KareemMusleh@users.noreply.github.com> Co-authored-by: Datta Nimmaturi <datta.nimmaturi@nutanix.com> Co-authored-by: Z <coffeevampirebusiness@gmail.com> Co-authored-by: tastelikefeet <58414341+tastelikefeet@users.noreply.github.com> Co-authored-by: AminWhat <88392440+aminwhat@users.noreply.github.com> Co-authored-by: Zhe Zhang <2631992879@qq.com>
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there has been a refactor in the attention mechanism in the latest transformers version, and some issues arose from it.
cohere still has self.num_heads, self.hidden_size, self.num_key_value_heads but I still refactored it
I tested this so far on the Llama 3.2 (3B) notebook
HAPPY NEW YEAR