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Title: GitHub - GrainWare/unsloth: unsloth but grainware

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Description: unsloth but grainware. Contribute to GrainWare/unsloth development by creating an account on GitHub.

Open Graph Description: unsloth but grainware. Contribute to GrainWare/unsloth development by creating an account on GitHub.

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https://patch-diff.githubusercontent.com/GrainWare/unsloth#-finetune-for-free
guidehttps://docs.unsloth.ai/get-started/fine-tuning-guide
▶️ Start for freehttps://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/gpt-oss-(20B)-Fine-tuning.ipynb
▶️ Start for freehttps://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Gemma3N_(4B)-Conversational.ipynb
▶️ Start for freehttps://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen3_(14B)-Reasoning-Conversational.ipynb
▶️ Start for freehttps://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen3_(4B)-GRPO.ipynb
▶️ Start for freehttps://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Gemma3_(4B).ipynb
▶️ Start for freehttps://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Phi_4-Conversational.ipynb
▶️ Start for freehttps://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.2_(11B)-Vision.ipynb
▶️ Start for freehttps://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.1_(8B)-Alpaca.ipynb
▶️ Start for freehttps://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Mistral_v0.3_(7B)-Conversational.ipynb
▶️ Start for freehttps://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Orpheus_(3B)-TTS.ipynb
Kagglehttps://github.com/unslothai/notebooks?tab=readme-ov-file#-kaggle-notebooks
GRPOhttps://docs.unsloth.ai/get-started/unsloth-notebooks#grpo-reasoning-rl-notebooks
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herehttps://docs.unsloth.ai/get-started/installing-+-updating/windows-installation
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Read our Guidehttps://docs.unsloth.ai/basics/gpt-oss
gpt-oss uploadshttps://huggingface.co/collections/unsloth/gpt-oss-6892433695ce0dee42f31681
Read Bloghttps://docs.unsloth.ai/basics/gemma-3n-how-to-run-and-fine-tune
uploaded GGUFs, 4-bit modelshttps://huggingface.co/collections/unsloth/gemma-3n-685d3874830e49e1c93f9339
Text-to-Speech (TTS)https://docs.unsloth.ai/basics/text-to-speech-tts-fine-tuning
Qwen3https://docs.unsloth.ai/basics/qwen3-how-to-run-and-fine-tune
Dynamic 2.0https://docs.unsloth.ai/basics/unsloth-dynamic-2.0-ggufs
EVERYTHING is now supportedhttps://unsloth.ai/blog/gemma3#everything
Reasoning (GRPO)https://unsloth.ai/blog/grpo
DeepSeek-R1https://unsloth.ai/blog/deepseek-r1
with our guidehttps://unsloth.ai/blog/deepseek-r1
herehttps://huggingface.co/collections/unsloth/deepseek-r1-all-versions-678e1c48f5d2fce87892ace5
Dynamic 4-bit Quantizationhttps://unsloth.ai/blog/dynamic-4bit
Hugging Face here.https://huggingface.co/collections/unsloth/unsloth-4-bit-dynamic-quants-67503bb873f89e15276c44e7
Llama 4https://unsloth.ai/blog/llama4
Phi-4https://unsloth.ai/blog/phi4
fixed bugshttps://unsloth.ai/blog/phi4
uploaded GGUFs, 4-bithttps://huggingface.co/collections/unsloth/phi-4-all-versions-677eecf93784e61afe762afa
Vision modelshttps://unsloth.ai/blog/vision
Llama 3.2 Vision (11B)https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.2_(11B)-Vision.ipynb
Qwen 2.5 VL (7B)https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen2_VL_(7B)-Vision.ipynb
Pixtral (12B) 2409https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Pixtral_(12B)-Vision.ipynb
Llama 3.3 (70B)https://huggingface.co/collections/unsloth/llama-33-all-versions-67535d7d994794b9d7cf5e9f
Cut Cross Entropyhttps://arxiv.org/abs/2411.09009
gradient accumulation bughttps://unsloth.ai/blog/gradient
further 30%https://unsloth.ai/blog/long-context
4x longer context windowshttps://unsloth.ai/blog/long-context
https://patch-diff.githubusercontent.com/GrainWare/unsloth#-links-and-resources
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Join our Reddithttps://reddit.com/r/unsloth
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BERThttps://docs.unsloth.ai/get-started/unsloth-notebooks#other-important-notebooks
OpenAI's Tritonhttps://openai.com/index/triton/
Check your GPU!https://developer.nvidia.com/cuda-gpus
https://raw.githubusercontent.com/unslothai/unsloth/main/images/made with unsloth.png
https://patch-diff.githubusercontent.com/GrainWare/unsloth#-install-unsloth
herehttps://docs.unsloth.ai/get-started/installing-+-updating
https://patch-diff.githubusercontent.com/GrainWare/unsloth#pip-installation
herehttps://github.com/unslothai/unsloth/edit/main/README.md#advanced-pip-installation
https://patch-diff.githubusercontent.com/GrainWare/unsloth#windows-installation
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herehttps://docs.unsloth.ai/get-started/installing-+-updating
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Install PyTorchhttps://pytorch.org/get-started/locally/
https://patch-diff.githubusercontent.com/GrainWare/unsloth#notes
herehttps://github.com/woct0rdho/triton-windows
https://patch-diff.githubusercontent.com/GrainWare/unsloth#advancedtroubleshooting
https://pytorch.orghttps://pytorch.org
https://github.com/facebookresearch/xformershttps://github.com/facebookresearch/xformers
PyTorch Compatibility Matrixhttps://github.com/pytorch/pytorch/blob/main/RELEASE.md#release-compatibility-matrix
https://patch-diff.githubusercontent.com/GrainWare/unsloth#conda-installation-optional
read herehttps://docs.anaconda.com/miniconda/
https://patch-diff.githubusercontent.com/GrainWare/unsloth#advanced-pip-installation
https://patch-diff.githubusercontent.com/GrainWare/unsloth#-documentation
Documentationhttps://docs.unsloth.ai
SFT docshttps://huggingface.co/docs/trl/main/en/sft_trainer#accelerate-fine-tuning-2x-using-unsloth
DPO docshttps://huggingface.co/docs/trl/main/en/dpo_trainer#accelerate-dpo-fine-tuning-using-unsloth
https://patch-diff.githubusercontent.com/GrainWare/unsloth#-reinforcement-learning
GRPO docshttps://huggingface.co/learn/nlp-course/en/chapter12/6
DPO docshttps://huggingface.co/docs/trl/main/en/dpo_trainer#accelerate-dpo-fine-tuning-using-unsloth
Linkhttps://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen3_(4B)-GRPO.ipynb
Linkhttps://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3_(8B)-ORPO.ipynb
Linkhttps://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Zephyr_(7B)-DPO.ipynb
Linkhttps://colab.research.google.com/drive/1MRgGtLWuZX4ypSfGguFgC-IblTvO2ivM?usp=sharing
Linkhttps://colab.research.google.com/drive/1Hs5oQDovOay4mFA6Y9lQhVJ8TnbFLFh2?usp=sharing
https://patch-diff.githubusercontent.com/GrainWare/unsloth#-performance-benchmarking
Llama 3.3 Bloghttps://unsloth.ai/blog/llama3-3
🤗Hugging Facehttps://huggingface.co/blog/unsloth-trl
https://patch-diff.githubusercontent.com/GrainWare/unsloth#context-length-benchmarks
https://patch-diff.githubusercontent.com/GrainWare/unsloth#llama-31-8b-max-context-length
https://patch-diff.githubusercontent.com/GrainWare/unsloth#llama-33-70b-max-context-length
https://camo.githubusercontent.com/438f375b4088134ece4e4efa4ad344bf5ef91f5c6dfcadf1faee4d193a8a4b29/68747470733a2f2f692e6962622e636f2f734a37526847472f696d6167652d34312e706e67
https://patch-diff.githubusercontent.com/GrainWare/unsloth#citation
https://patch-diff.githubusercontent.com/GrainWare/unsloth#thank-you-to
llama.cpp libraryhttps://github.com/ggml-org/llama.cpp
TRL libraryhttps://github.com/huggingface/trl
Erikhttps://github.com/erikwijmans
Apple's ML Cross Entropyhttps://github.com/apple/ml-cross-entropy
Etherlhttps://github.com/Etherll
TTS, diffusion and BERT modelshttps://github.com/unslothai/notebooks/pull/34
docs.unsloth.ai/https://docs.unsloth.ai/
Readme https://patch-diff.githubusercontent.com/GrainWare/unsloth#readme-ov-file
Apache-2.0 license https://patch-diff.githubusercontent.com/GrainWare/unsloth#Apache-2.0-1-ov-file
Code of conduct https://patch-diff.githubusercontent.com/GrainWare/unsloth#coc-ov-file
Contributing https://patch-diff.githubusercontent.com/GrainWare/unsloth#contributing-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/GrainWare/unsloth
Activityhttps://patch-diff.githubusercontent.com/GrainWare/unsloth/activity
Custom propertieshttps://patch-diff.githubusercontent.com/GrainWare/unsloth/custom-properties
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https://github.com
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Communityhttps://github.community/
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