GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
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Feb 21, 2025 - C++
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llm-inference
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本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）
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Feb 12, 2025 - HTML
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
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Feb 18, 2025 - Python
Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
llama mistral fine-tuning mlops bentoml vicuna llm model-inference llmops llm-serving llm-inference open-source-llm llama2 openllm llm-ops llama3-1 llama3-2 llama3-2-vision
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Feb 18, 2025 - Python
Official inference library for Mistral models
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Nov 12, 2024 - Jupyter Notebook
High-speed Large Language Model Serving for Local Deployment
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Feb 19, 2025 - C++
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
nlp natural-language-processing ai computer-vision deep-learning transformers inference speech-recognition yolo recommendation-system performance-boost good-first-issue openvino diffusion-models stable-diffusion generative-ai llm-inference optimize-ai deploy-ai
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Feb 21, 2025 - C++
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
python machine-learning deep-learning model-serving multimodal mlops ml-engineering ai-inference llm generative-ai llmops llm-serving model-inference-service llm-inference inference-platform
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Feb 21, 2025 - Python
LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
llama cuda-kernels deepspeed llm fastertransformer llm-inference turbomind internlm llama2 codellama llama3
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Feb 21, 2025 - Python
Superduper: Build end-to-end AI applications and agent workflows on your existing data infrastructure and preferred tools - without migrating your data.
python data database ai mongodb chatbot ml transformers inference torch pytorch pretrained-models semantic-search rag mlops distributed-ml vector-search llmops llm-serving llm-inference
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Feb 22, 2025 - Jupyter Notebook
Standardized Serverless ML Inference Platform on Kubernetes
kubernetes machine-learning tensorflow sklearn pytorch artificial-intelligence xgboost k8s service-mesh hacktoberfest istio model-serving kubeflow mlops knative model-interpretability kserve genai llm-inference
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Feb 21, 2025 - Python
📖A curated list of Awesome LLM/VLM Inference Papers with codes: WINT8/4, Flash-Attention, Paged-Attention, Parallelism, etc. 🎉🎉
mla sora vllm llm-inference awesome-llm flash-attention tensorrt-llm paged-attention deepseek flash-attention-3 deepseek-v3 minimax-01 deepseek-r1
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Feb 19, 2025
Sparsity-aware deep learning inference runtime for CPUs
nlp performance computer-vision inference machinelearning pruning object-detection pretrained-models quantization cpus onnx sparsification llm-inference deepsparse
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Jul 19, 2024 - Python
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
microservice gpu-acceleration nemo tensorrt rag triton-inference-server large-language-models llm llm-inference retrieval-augmented-generation
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Feb 19, 2025 - Python
Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai
agent workflow agents natural-language-inference browser-automation ai-agents rag computer-automation prompt-engineering chain-of-thought genai llm-inference llm-agents llmapi agentic-framework agentic-workflow agentic-ai agentic-ai-development computeruse browseruse
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Feb 22, 2025 - TypeScript
Code examples and resources for DBRX, a large language model developed by Databricks
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May 1, 2024 - Python
Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
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Jun 25, 2024 - Jupyter Notebook
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
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Feb 20, 2025 - Python
⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡
retrieval chatbot rag habana large-language-model chatpdf llm-inference 4-bits speculative-decoding llm-cpu streamingllm intel-optimized-llamacpp neural-chat neural-chat-7b autoround gaudi3
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Oct 8, 2024 - Python
FlashInfer: Kernel Library for LLM Serving
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Feb 23, 2025 - Cuda
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