allthingsllm Goto Github PK
Type: Organization
Type: Organization
Knowledge Infused Decoding
⚡ Building applications with LLMs through composability ⚡
⛓️ LangFlow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.
Open source observability and analytics for LLM applications
One API for plugins and datasets, one interface for prompt engineering and visual operation, all for creating powerful AI applications.
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.
Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
Port of Facebook's LLaMA model in C/C++
LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.
Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.
[ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the diverse strengths of multiple open-source LLMs. LLM-Blender cut the weaknesses through ranking and integrate the strengths through fusing generation to enhance the capability of LLMs.
Course with a roadmap and notebooks to get into Large Language Models (LLMs).
The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>
LLM training code for MosaicML foundation models
We want to try and evaluate LLMs using Knowledge Graphs
LLMCompiler: An LLM Compiler for Parallel Function Calling
To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
The official GitHub page for the survey paper "A Survey of Large Language Models".
⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡
A language for constraint-guided and efficient LLM programming.
:robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs ggml, gguf, GPTQ, onnx, TF compatible models: llama, llama2, rwkv, whisper, vicuna, koala, cerebras, falcon, dolly, starcoder, and many others
Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"
This repo contains the code and data for "MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning"
Causal DAG Extraction from Text (DEFT)
Minimum Bayes Risk Decoding for Hugging Face Transformers
A deep learning model for small molecule drug discovery and cheminformatics based on SMILES
Teaching LLMs memory management for unbounded context 📚🦙
Official implementation of the paper "Acoustic Music Understanding Model with Large-Scale Self-supervised Training".
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.