OpenMOSS / CoLLiELinks
Collaborative Training of Large Language Models in an Efficient Way
☆415Updated 9 months ago
Alternatives and similar repositories for CoLLiE
Users that are interested in CoLLiE are comparing it to the libraries listed below
Sorting:
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆263Updated 10 months ago
- ☆319Updated 10 months ago
- Naive Bayes-based Context Extension☆325Updated 5 months ago
- Efficient Training (including pre-training and fine-tuning) for Big Models☆592Updated this week
- ☆280Updated last year
- ☆459Updated 11 months ago
- Finetuning LLaMA with RLHF (Reinforcement Learning with Human Feedback) based on DeepSpeed Chat☆115Updated last year
- [NIPS2023] RRHF & Wombat☆809Updated last year
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆554Updated 5 months ago
- train llama on a single A100 80G node using 🤗 transformers and 🚀 Deepspeed Pipeline Parallelism☆220Updated last year
- A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or l…☆280Updated last year
- Best practice for training LLaMA models in Megatron-LM☆654Updated last year
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆264Updated 8 months ago
- GPT-Fathom is an open-source and reproducible LLM evaluation suite, benchmarking 10+ leading open-source and closed-source LLMs as well a…☆348Updated last year
- Efficient, Low-Resource, Distributed transformer implementation based on BMTrain☆256Updated last year
- Rectified Rotary Position Embeddings☆367Updated last year
- [ACL 2024 Demo] Official GitHub repo for UltraEval: An open source framework for evaluating foundation models.☆242Updated 7 months ago
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆368Updated 8 months ago
- FlagEval is an evaluation toolkit for AI large foundation models.☆336Updated last month
- LongBench v2 and LongBench (ACL 2024)☆883Updated 4 months ago
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆326Updated 8 months ago
- 更纯粹、更高压缩率的Tokenizer☆481Updated 6 months ago
- Easy and Efficient Finetuning LLMs. (Supported LLama, LLama2, LLama3, Qwen, Baichuan, GLM , Falcon) 大模型高效量化训练+部署.☆603Updated 4 months ago
- Implementation of Chinese ChatGPT☆287Updated last year
- SOTA Math Opensource LLM☆332Updated last year
- ☆308Updated 2 years ago
- Train llm (bloom, llama, baichuan2-7b, chatglm3-6b) with deepspeed pipeline mode. Faster than zero/zero++/fsdp.☆95Updated last year
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆962Updated 5 months ago
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆261Updated last year
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆378Updated 10 months ago