leehanchung / lora-instructLinks
Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA
☆103Updated 5 months ago
Alternatives and similar repositories for lora-instruct
Users that are interested in lora-instruct are comparing it to the libraries listed below
Sorting:
- QLoRA: Efficient Finetuning of Quantized LLMs☆76Updated last year
- Multi-Domain Expert Learning☆66Updated last year
- Tune MPTs☆84Updated 2 years ago
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆115Updated 2 years 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…☆169Updated last year
- Small and Efficient Mathematical Reasoning LLMs☆72Updated last year
- Reimplementation of the task generation part from the Alpaca paper☆118Updated 2 years ago
- ☆88Updated last year
- QLoRA with Enhanced Multi GPU Support☆37Updated 2 years ago
- Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆78Updated last year
- The GeoV model is a large langauge model designed by Georges Harik and uses Rotary Positional Embeddings with Relative distances (RoPER).…☆121Updated 2 years ago
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆82Updated 2 years ago
- Experiments with generating opensource language model assistants☆97Updated 2 years ago
- Mixing Language Models with Self-Verification and Meta-Verification☆109Updated 10 months ago
- Zeus LLM Trainer is a rewrite of Stanford Alpaca aiming to be the trainer for all Large Language Models☆69Updated 2 years ago
- ☆23Updated 2 years ago
- ☆37Updated 2 years ago
- Sakura-SOLAR-DPO: Merge, SFT, and DPO☆116Updated last year
- ☆77Updated last year
- Full finetuning of large language models without large memory requirements☆93Updated last month
- Code repository for the c-BTM paper☆107Updated 2 years ago
- ☆33Updated 2 years ago
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆231Updated 11 months ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆138Updated 2 years ago
- ☆95Updated 2 years ago
- Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes…☆146Updated 2 years ago
- ☆94Updated 2 years ago
- Some simple scripts that I use day-to-day when working with LLMs and Huggingface Hub☆160Updated 2 years ago
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆102Updated 2 years ago
- ☆73Updated 2 years ago