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big-data-ai's Projects

lightseq icon lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

linearstyletransfer icon linearstyletransfer

This is the Pytorch implementation of "Learning Linear Transformations for Fast Image and Video Style Transfer" (CVPR 2019).

lit icon lit

The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.

lit-gpt icon lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

lit-llama icon lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

llama icon llama

Inference code for LLaMA models

llama-hub icon llama-hub

A library of data loaders for LLMs made by the community -- to be used with GPT Index and/or LangChain

llama2-chinese icon llama2-chinese

Llama中文社区,最好的中文Llama大模型,完全开源可商用

llama2.c icon llama2.c

Inference Llama 2 in one file of pure C

llava icon llava

[NeurIPS 2023 Oral] Visual Instruction Tuning: LLaVA (Large Language-and-Vision Assistant) built towards GPT-4V level capabilities.

llm-action icon llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

llm-finetuning-hub icon llm-finetuning-hub

Repository that contains LLM fine-tuning and deployment scripts along with our research findings.

local-ai icon local-ai

LocalAI is an AI-powered chatbot that runs locally on your computer, providing a personalized AI experience without the need for internet connectivity. It utilizes a massive neural network with 60 billion parameters, making it one of the most powerful chatbots available.

localai icon localai

:robot: Self-hosted, community-driven, local OpenAI-compatible API. Drop-in replacement for OpenAI running LLMs on consumer-grade hardware. No GPU required. LocalAI is a RESTful API to run ggml compatible models: llama.cpp, alpaca.cpp, gpt4all.cpp, rwkv.cpp, whisper.cpp, vicuna, koala, gpt4all-j, cerebras and many others!

longlora icon longlora

Efficient long-context fine-tuning, supervised fine-tuning, LongQA dataset.

m3exam icon m3exam

Data and code for paper "M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models"

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