jondurbin / bagel
A bagel, with everything.
☆320Updated last year
Alternatives and similar repositories for bagel:
Users that are interested in bagel are comparing it to the libraries listed below
- This is our own implementation of 'Layer Selective Rank Reduction'☆237Updated 11 months ago
- Multipack distributed sampler for fast padding-free training of LLMs☆188Updated 8 months ago
- Merge Transformers language models by use of gradient parameters.☆208Updated 8 months ago
- ☆515Updated 5 months ago
- Manage scalable open LLM inference endpoints in Slurm clusters☆254Updated 9 months ago
- batched loras☆341Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆423Updated last year
- Low-Rank adapter extraction for fine-tuned transformers models☆173Updated last year
- Code for the paper "Rethinking Benchmark and Contamination for Language Models with Rephrased Samples"☆301Updated last year
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆236Updated last year
- ☆529Updated 8 months ago
- A library for easily merging multiple LLM experts, and efficiently train the merged LLM.☆472Updated 8 months ago
- ☆153Updated 9 months ago
- Experiments on speculative sampling with Llama models☆125Updated last year
- ☆412Updated last year
- Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes…☆146Updated last year
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆697Updated last year
- Official PyTorch implementation of QA-LoRA☆132Updated last year
- 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…☆168Updated last year
- Pre-training code for Amber 7B LLM☆166Updated 11 months ago
- Official repository for ORPO☆450Updated 11 months ago
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆652Updated 11 months ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆719Updated 7 months ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆121Updated last year
- ☆270Updated 2 years ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆150Updated last year
- ☆94Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆78Updated last year
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆231Updated 6 months ago
- Fast & more realistic evaluation of chat language models. Includes leaderboard.☆186Updated last year