taprosoft / llm_finetuning
Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes)
☆147Updated last year
Alternatives and similar repositories for llm_finetuning:
Users that are interested in llm_finetuning are comparing it to the libraries listed below
- This is our own implementation of 'Layer Selective Rank Reduction'☆233Updated 9 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆77Updated 11 months ago
- Merge Transformers language models by use of gradient parameters.☆205Updated 7 months ago
- Low-Rank adapter extraction for fine-tuned transformers models☆171Updated 10 months ago
- Landmark Attention: Random-Access Infinite Context Length for Transformers QLoRA☆123Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆117Updated last year
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆82Updated last year
- ☆73Updated last year
- A bagel, with everything.☆317Updated 11 months ago
- Notus is a collection of fine-tuned LLMs using SFT, DPO, SFT+DPO, and/or any other RLHF techniques, while always keeping a data-first app…☆166Updated last year
- ☆94Updated last year
- Generate Synthetic Data Using OpenAI, MistralAI or AnthropicAI☆224Updated 10 months ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆150Updated last year
- GPT-2 small trained on phi-like data☆65Updated last year
- Some simple scripts that I use day-to-day when working with LLMs and Huggingface Hub☆158Updated last year
- Let's create synthetic textbooks together :)☆73Updated last year
- Client Code Examples, Use Cases and Benchmarks for Enterprise h2oGPTe RAG-Based GenAI Platform☆83Updated last week
- ☆199Updated last year
- Simple and fast server for GPTQ-quantized LLaMA inference☆24Updated last year
- Full finetuning of large language models without large memory requirements☆93Updated last year
- Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA☆102Updated 7 months ago
- ☆152Updated 8 months ago
- A fast batching API to serve LLM models☆182Updated 10 months ago
- Small finetuned LLMs for a diverse set of useful tasks☆126Updated last year
- an implementation of Self-Extend, to expand the context window via grouped attention☆118Updated last year
- A guidance compatibility layer for llama-cpp-python☆34Updated last year
- inference code for mixtral-8x7b-32kseqlen☆99Updated last year
- Patch for MPT-7B which allows using and training a LoRA☆58Updated last year
- ☆92Updated last year
- Model REVOLVER, a human in the loop model mixing system.☆33Updated last year