leehanchung / lora-instruct
Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA
☆101Updated 6 months ago
Alternatives and similar repositories for lora-instruct:
Users that are interested in lora-instruct are comparing it to the libraries listed below
- QLoRA: Efficient Finetuning of Quantized LLMs☆77Updated 10 months ago
- Experiments with generating opensource language model assistants☆97Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆115Updated last year
- Small and Efficient Mathematical Reasoning LLMs☆71Updated last year
- Code repository for the c-BTM paper☆105Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆184Updated 6 months ago
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆115Updated last year
- Sakura-SOLAR-DPO: Merge, SFT, and DPO☆116Updated last year
- ☆87Updated last year
- ☆92Updated last year
- ☆94Updated last year
- Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆67Updated 3 months ago
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆82Updated last year
- Full finetuning of large language models without large memory requirements☆93Updated last year
- QLoRA with Enhanced Multi GPU Support☆36Updated last year
- Official code for ACL 2023 (short, findings) paper "Recursion of Thought: A Divide and Conquer Approach to Multi-Context Reasoning with L…☆42Updated last year
- ☆37Updated last year
- Zeus LLM Trainer is a rewrite of Stanford Alpaca aiming to be the trainer for all Large Language Models☆69Updated last year
- The Official Repository for "Bring Your Own Data! Self-Supervised Evaluation for Large Language Models"☆108Updated last year
- The GeoV model is a large langauge model designed by Georges Harik and uses Rotary Positional Embeddings with Relative distances (RoPER).…☆121Updated last year
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆63Updated last year
- Multi-Domain Expert Learning☆67Updated last year
- an implementation of Self-Extend, to expand the context window via grouped attention☆118Updated last year
- Just a bunch of benchmark logs for different LLMs☆119Updated 6 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…☆163Updated last year
- ☆24Updated last year
- Evaluating LLMs with CommonGen-Lite☆88Updated 10 months ago
- ☆112Updated 4 months ago
- ☆116Updated 4 months ago
- Patch for MPT-7B which allows using and training a LoRA☆58Updated last year