mzbac / llama2-fine-tuneLinks
Scripts for fine-tuning Llama2 via SFT and DPO.
☆203Updated 2 years ago
Alternatives and similar repositories for llama2-fine-tune
Users that are interested in llama2-fine-tune are comparing it to the libraries listed below
Sorting:
- [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement☆188Updated last year
- LLaMA-TRL: Fine-tuning LLaMA with PPO and LoRA☆226Updated last week
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆276Updated 2 years ago
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆149Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆135Updated last year
- Open Source WizardCoder Dataset☆160Updated 2 years ago
- Unofficial implementation of AlpaGasus☆92Updated last year
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆398Updated last year
- A large-scale, fine-grained, diverse preference dataset (and models).☆347Updated last year
- Official repository for ORPO☆463Updated last year
- A full pipeline to finetune Alpaca LLM with LoRA and RLHF on consumer hardware. Implementation of RLHF (Reinforcement Learning with Human…☆60Updated 2 years ago
- [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning☆247Updated last year
- A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.☆378Updated last year
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆566Updated 8 months ago
- [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.☆153Updated last year
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆139Updated 3 months ago
- Due to restriction of LLaMA, we try to reimplement BLOOM-LoRA (much less restricted BLOOM license here https://huggingface.co/spaces/bigs…☆184Updated 2 years ago
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆309Updated 11 months ago
- DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI☆516Updated 7 months ago
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆471Updated last year
- Finetune mistral-7b-instruct for sentence embeddings☆86Updated last year
- MultilingualSIFT: Multilingual Supervised Instruction Fine-tuning☆94Updated 2 years ago
- A full pipeline to finetune Vicuna LLM with LoRA and RLHF on consumer hardware. Implementation of RLHF (Reinforcement Learning with Human…☆219Updated last year
- A self-ailgnment method for role-play. Benchmark for role-play. Resources for "Large Language Models are Superpositions of All Characters…☆203Updated last year
- [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton☆194Updated last year
- Instruct-tune Open LLaMA / RedPajama / StableLM models on consumer hardware using QLoRA☆81Updated last year
- [ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning☆360Updated 11 months ago
- Datasets for Instruction Tuning of Large Language Models☆255Updated last year
- [ACL 2025] AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark☆153Updated last month
- This repository contains the joint use of CPO and SimPO method for better reference-free preference learning methods.☆57Updated last year