wei-potato / Train-llm-from-scratchLinks
使用deepspeed从头开始训练一个LLM,经过pretrain和sft阶段,验证llm学习知识、理解语言、回答问题的能力
☆155Updated last week
Alternatives and similar repositories for Train-llm-from-scratch
Users that are interested in Train-llm-from-scratch are comparing it to the libraries listed below
Sorting:
- This is a repo for my NanoGPT Pytorch2.0 Implementation when torch2.0 released soon, faster and simpler, a good tutorial learning GPT.☆52Updated last year
- Official implementation of RARE: Retrieval-Augmented Reasoning Modeling☆183Updated 2 months ago
- This tool(enhance_long) aims to enhance the LlaMa2 long context extrapolation capability in the lowest-cost approach, preferably without …☆45Updated last year
- 用VLLM框架部署千问1.5并进行流式输出☆89Updated last year
- ☆145Updated 4 months ago
- GraphRAG-Bench, the official repo of comprehensive benchmark and dataset for evaluating GraphRAG models.☆154Updated 2 weeks ago
- SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL☆192Updated 2 months ago
- 教你只用最基本的python语法和numpy一步步实现深度学习框架☆130Updated last year
- Chinese large language model☆121Updated 2 years ago
- A scalable, end-to-end training pipeline for general-purpose agents☆349Updated last month
- The framework to prune LLMs to any size and any config.☆94Updated last year
- Search and Refine During Think: Autonomous Retrieval‑Augmented Reasoning of LLMs☆89Updated last month
- Mixed precision inference by Tensorrt-LLM☆81Updated 9 months ago
- MPLSandbox is an out-of-the-box multi-programming language sandbox designed to provide unified and comprehensive feedback from compiler a…☆178Updated 3 months ago
- 从预训练到强化学习的中文llama2☆88Updated last year
- Support mixed-precsion inference with vllm☆85Updated 3 weeks ago
- 本项目旨在结合以往研究人员的代表性工作，从多个维度评估sft数据，并自动化过滤sft数据。☆43Updated last year
- This includes the original implementation of CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control.☆62Updated 9 months ago
- This repository contains the core implementation of our ICML 2025 paper: "Token Signature: Predicting Chain-of-Thought Gains with Token D…☆41Updated 2 weeks ago
- Official code of "StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs".☆68Updated last month
- Code and data for crosstalk text generation tasks, exploring whether large models and pre-trained language models can understand humor. …☆147Updated 2 years ago
- A library for generating difficulty-scalable, multi-tool, and verifiable agentic tasks with execution trajectories.☆141Updated last month
- [EMNLP 2024] DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models☆74Updated 3 weeks ago
- We leverage 14 datasets as OOD test data and conduct evaluations on 8 NLU tasks over 21 popularly used models. Our findings confirm that …☆93Updated last year
- A collection of papers related to knowledge fusion☆57Updated 9 months ago
- Collecting personality-indicative data for role-playing agents.☆23Updated 5 months ago
- RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response☆42Updated 7 months ago
- Reverse Chain-of-Thought Problem Generation for Geometric Reasoning in Large Multimodal Models☆177Updated 9 months ago
- Emotion text classification using Llama3-8b with LoRA and FlashAttention. Based on LLaMA-Factory.☆66Updated last year
- ☆100Updated 3 weeks ago