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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Jul 20, 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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Jul 17, 2024 - Python
Official inference library for Mistral models
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Jul 20, 2024 - Jupyter Notebook
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
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Jul 19, 2024 - Python
High-speed Large Language Model Serving on PCs with Consumer-grade GPUs
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Jul 15, 2024 - C++
The easiest way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Multi-model Inference Graph/Pipelines, LLM/RAG apps, and more!
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Jul 19, 2024 - Python
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
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Jul 20, 2024 - C++
🔮 SuperDuper: 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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Jul 19, 2024 - Python
LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
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Jul 19, 2024 - Python
Sparsity-aware deep learning inference runtime for CPUs
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Jul 19, 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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Jul 19, 2024 - Python
Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
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Jun 25, 2024 - Jupyter Notebook
📖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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Jul 20, 2024
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
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
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Jul 19, 2024 - Python
AICI: Prompts as (Wasm) Programs
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Jul 19, 2024 - Rust
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
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Jul 12, 2024 - Jupyter Notebook
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