Llm Fine Tuning Optimization Transformer Models

There are 9 llm fine tuning optimization models tracked. The highest-rated is sandseb123/local-lora-cookbook at 37/100 with 13 stars.

Get all 9 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=llm-fine-tuning-optimization&limit=20"

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#	Model	Score	Tier	Stars	Language
1	sandseb123/local-lora-cookbook Fine-tune a local LLM on your own app's data in 15 minutes. Runs entirely...	37	Emerging	13	Python
2	avnlp/llm-blender LLM-Blender: Ensembling framework that maximizes LLM performance via...	37	Emerging	36	Python
3	RufelleEmmanuelPactol/Mixture-of-Experts-Transcript-Evaluator A mixture of experts inspired transcript evaluator using LLM fine-tuning....	24	Experimental	1	Jupyter Notebook
4	gulabpatel/LLMs Alpaca, Bloom, DeciLM, Falcon, Vicuna, Llama2, Zephyr, Mistral(MoE), RAG,...	23	Experimental	4	Jupyter Notebook
5	abhisheksingh-7/cotrend Extending Decoders with an Integrated Encoder, as Part of Llama-3 Hackathon	23	Experimental	3	Python
6	CatnipCoders/Lambda-Driver Lambda-Driver optimizes a small pre-trained model for resource-constrained...	21	Experimental	—	Python
7	d-f/llm-summarization LoRA supervised fine-tuning, RLHF (PPO) and RAG with llama-3-8B on the TLDR...	19	Experimental	14	Python
8	DatarConsulting/Vashista-Sparse-Attention Reproducibility notebook for Vashista Sparse Attention : constant-in-context...	13	Experimental	—	Jupyter Notebook
9	gstenzel/PyTruffle Block-level Code Retrieval using LLMs	13	Experimental	—	Python