.gitattributes
.gitignore
.pre-commit-ci.yaml
.pre-commit-config.yaml
CODE_OF_CONDUCT.md
CONTRIBUTING.md
LICENSE
README.md
pyproject.toml
unsloth-cli.py
.github/CODEOWNERS
.github/FUNDING.yml
.github/ISSUE_TEMPLATE/bug---issue.md
.github/ISSUE_TEMPLATE/feature-request.md
.github/workflows/stale.yml
images/Assistant.png
images/Colab.png
images/Discord button.png
images/Discord.png
images/Documentation Button.png
images/Free version button.png
images/Kaggle.png
images/Kofi button.png
images/LAION 2GPU.png
images/Merge.png
images/Run.png
images/Slim Orca 2GPUs.png
images/Terminal_Type.png
images/Where_Terminal.png
images/buy me a coffee button.png
images/documentation github button.png
images/documentation green button.png
images/documentation lighter.png
images/documentation white button.png
images/made with unsloth.png
images/ollama.png
images/peft x trl button.png
images/start free finetune button.png
images/unsloth end.png
images/unsloth loading page render.png
images/unsloth logo black text.png
images/unsloth logo only.png
images/unsloth logo white text.png
images/unsloth made with love.png
images/unsloth new logo.png
images/unsloth sticker.png
scripts/enforce_kwargs_spacing.py
scripts/run_ruff_format.py
tests/__init__.py
tests/test_get_model_name.py
tests/test_model_registry.py
tests/test_raw_text.py
tests/qlora/README.md
tests/qlora/test_hf_qlora_train_and_merge.py
tests/qlora/test_unsloth_qlora_train_and_merge.py
tests/saving/test_unsloth_save.py
tests/saving/gpt-oss-merge/run_test.sh
tests/saving/gpt-oss-merge/test_merged_model.py
tests/saving/gpt-oss-merge/train_and_merge.py
tests/saving/language_models/test_merge_4bit_validation.py
tests/saving/language_models/test_merge_model_perplexity_llama-3.2.py
tests/saving/language_models/test_merge_model_perplexity_mistral.py
tests/saving/language_models/test_merge_model_perplexity_phi_4.py
tests/saving/language_models/test_merged_model_perplexity_llama-3.1-8b.py
tests/saving/language_models/test_merged_model_perplexity_qwen_2.5.py
tests/saving/language_models/test_push_to_hub_merged.py
tests/saving/language_models/test_push_to_hub_merged_sharded_index_file.py
tests/saving/language_models/test_save_merged_grpo_model.py
tests/saving/non_peft/test_mistral_non_peft.py
tests/saving/non_peft/test_whisper_non_peft.py
tests/saving/text_to_speech_models/test_csm.py
tests/saving/text_to_speech_models/test_lasa.py
tests/saving/text_to_speech_models/test_orpheus.py
tests/saving/text_to_speech_models/test_whisper.py
tests/saving/vision_models/test_index_file_sharded_model.py
tests/saving/vision_models/test_push_to_hub_merged.py
tests/saving/vision_models/test_save_merge_qwen2.5vl32B_model_ocr_benchmark.py
tests/saving/vision_models/test_save_merge_vision_model_ocr_benchmark.py
tests/utils/__init__.py
tests/utils/aime_eval.md
tests/utils/aime_eval.py
tests/utils/cleanup_utils.py
tests/utils/data_utils.py
tests/utils/hf_utils.py
tests/utils/ocr_eval.md
tests/utils/ocr_eval.py
tests/utils/os_utils.py
tests/utils/perplexity_eval.md
tests/utils/perplexity_eval.py
tests/utils/test_attention_masks.py
tests/utils/test_packing.py
tests/utils/test_qat.py
tests/utils/test_trunc_normal_patch.py
unsloth/__init__.py
unsloth/_auto_install.py
unsloth/chat_templates.py
unsloth/device_type.py
unsloth/import_fixes.py
unsloth/ollama_template_mappers.py
unsloth/save.py
unsloth/tokenizer_utils.py
unsloth/trainer.py
unsloth.egg-info/PKG-INFO
unsloth.egg-info/SOURCES.txt
unsloth.egg-info/dependency_links.txt
unsloth.egg-info/requires.txt
unsloth.egg-info/top_level.txt
unsloth/dataprep/__init__.py
unsloth/dataprep/raw_text.py
unsloth/dataprep/synthetic.py
unsloth/dataprep/synthetic_configs.py
unsloth/kernels/__init__.py
unsloth/kernels/cross_entropy_loss.py
unsloth/kernels/fast_lora.py
unsloth/kernels/flex_attention.py
unsloth/kernels/fp8.py
unsloth/kernels/geglu.py
unsloth/kernels/layernorm.py
unsloth/kernels/rms_layernorm.py
unsloth/kernels/rope_embedding.py
unsloth/kernels/swiglu.py
unsloth/kernels/utils.py
unsloth/kernels/moe/LICENSE
unsloth/kernels/moe/README.md
unsloth/kernels/moe/__init__.py
unsloth/kernels/moe/autotune_cache.py
unsloth/kernels/moe/requirements.txt
unsloth/kernels/moe/benchmark/benchmark_fused_moe.py
unsloth/kernels/moe/benchmark/utils.py
unsloth/kernels/moe/grouped_gemm/LICENSE
unsloth/kernels/moe/grouped_gemm/__init__.py
unsloth/kernels/moe/grouped_gemm/interface.py
unsloth/kernels/moe/grouped_gemm/kernels/__init__.py
unsloth/kernels/moe/grouped_gemm/kernels/autotuning.py
unsloth/kernels/moe/grouped_gemm/kernels/backward.py
unsloth/kernels/moe/grouped_gemm/kernels/forward.py
unsloth/kernels/moe/grouped_gemm/kernels/tuning.py
unsloth/kernels/moe/grouped_gemm/reference/__init__.py
unsloth/kernels/moe/grouped_gemm/reference/moe_block.py
unsloth/kernels/moe/grouped_gemm/reference/moe_ops.py
unsloth/kernels/moe/grouped_gemm/reference/layers/llama4_moe.py
unsloth/kernels/moe/grouped_gemm/reference/layers/qwen3_moe.py
unsloth/kernels/moe/tests/__init__.py
unsloth/kernels/moe/tests/common.py
unsloth/kernels/moe/tests/moe_utils.py
unsloth/kernels/moe/tests/run_qwen3_moe_tests.sh
unsloth/kernels/moe/tests/test_grouped_gemm.py
unsloth/kernels/moe/tests/test_llama4_moe.py
unsloth/kernels/moe/tests/test_qwen3_moe.py
unsloth/models/__init__.py
unsloth/models/_utils.py
unsloth/models/cohere.py
unsloth/models/dpo.py
unsloth/models/falcon_h1.py
unsloth/models/gemma.py
unsloth/models/gemma2.py
unsloth/models/glm4_moe.py
unsloth/models/granite.py
unsloth/models/llama.py
unsloth/models/llama4.py
unsloth/models/loader.py
unsloth/models/loader_utils.py
unsloth/models/mapper.py
unsloth/models/mistral.py
unsloth/models/qwen2.py
unsloth/models/qwen3.py
unsloth/models/qwen3_moe.py
unsloth/models/rl.py
unsloth/models/rl_replacements.py
unsloth/models/sentence_transformer.py
unsloth/models/vision.py
unsloth/registry/REGISTRY.md
unsloth/registry/__init__.py
unsloth/registry/_deepseek.py
unsloth/registry/_gemma.py
unsloth/registry/_llama.py
unsloth/registry/_mistral.py
unsloth/registry/_phi.py
unsloth/registry/_qwen.py
unsloth/registry/registry.py
unsloth/utils/__init__.py
unsloth/utils/attention_dispatch.py
unsloth/utils/hf_hub.py
unsloth/utils/packing.py