llm-inference
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A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
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May 5, 2024 - Jupyter Notebook
Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint in the cloud.
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Apr 30, 2024 - Python
Reference implementation of Mistral AI 7B v0.1 model.
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Mar 18, 2024 - Jupyter Notebook
High-speed Large Language Model Serving on PCs with Consumer-grade GPUs
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Apr 29, 2024 - C++
Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.
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May 4, 2024 - Python
本项目旨在分享大模型相关技术原理以及实战经验。
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May 4, 2024 - Python
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
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May 5, 2024 - C++
🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
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May 5, 2024 - Python
Sparsity-aware deep learning inference runtime for CPUs
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May 2, 2024 - Python
LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
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May 5, 2024 - Python
Code examples and resources for DBRX, a large language model developed by Databricks
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May 1, 2024 - Python
⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡
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Apr 30, 2024 - Python
Run any Llama 2 locally with gradio UI on GPU or CPU from anywhere (Linux/Windows/Mac). Use `llama2-wrapper` as your local llama2 backend for Generative Agents/Apps.
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Mar 22, 2024 - Jupyter Notebook
Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
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Apr 18, 2024 - Jupyter Notebook
AICI: Prompts as (Wasm) Programs
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May 4, 2024 - Rust
🦖 Stateful Serverless Framework for building Geo-distributed Edge AI Infra
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Apr 30, 2024 - Go
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
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May 4, 2024 - Python
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
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Apr 22, 2024 - Python
📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.
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May 2, 2024
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