--- id: "/tags/inference-serving/" title: "Inference Serving" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/tags/inference-serving/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Inference Serving [Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md) 58 resources · page 1 of 2 - ### [OpenInference](/model-training/training-infrastructure/arize-openinference/index.md) Creator not supplied; see original source. Arize OpenInference GitHub repo: OpenTelemetry instrumentation and semantic conventions for LLM tracing. Not applicable (entity) · unknown · unknown resource · en - ### [Truss](/model-training/training-infrastructure/baseten-truss/index.md) Creator not supplied; see original source. Baseten Truss GitHub repo: packaging and serving ML models in production. Not applicable (entity) · unknown · unknown resource · en - ### [checkpoint-engine](/model-training/training-infrastructure/checkpoint-engine/index.md) Creator not supplied; see original source. Moonshot checkpoint-engine GitHub repo: middleware for updating model weights in running LLM inference engines. Not applicable (entity) · unknown · unknown resource · en - ### [DeepSeek Open Infra Index](/model-training/training-infrastructure/deepseek-open-infra-index/index.md) Creator not supplied; see original source. DeepSeek Open Infra Index GitHub repo: index of released infrastructure tools such as FlashMLA, DeepEP, DeepGEMM and 3FS. Not applicable (entity) · unknown · unknown resource · en - ### [py-why/dowhy](/model-training/training-infrastructure/dowhy/index.md) Creator not supplied; see original source. PyWhy DoWhy GitHub repo: Python library for causal inference with explicit assumptions and refutation tests. Not applicable (entity) · unknown · unknown resource · en - ### [FastDeploy](/model-training/training-infrastructure/fastdeploy/index.md) Creator not supplied; see original source. PaddlePaddle FastDeploy GitHub repo: inference and deployment toolkit for LLMs and VLMs. Not applicable (entity) · unknown · unknown resource · en|zh - ### [Fireworks cookbook](/model-training/training-infrastructure/fireworks-cookbook/index.md) Creator not supplied; see original source. Fireworks cookbook GitHub repo: recipes for fine-tuning, function calling and building with Fireworks AI. Not applicable (entity) · unknown · unknown resource · en - ### [LMDeploy](/model-training/training-infrastructure/lmdeploy/index.md) Creator not supplied; see original source. InternLM LMDeploy GitHub repo: toolkit for compressing, deploying and serving LLMs. Not applicable (entity) · unknown · unknown resource · en|zh - ### [MLX / mlx-lm](/model-training/training-infrastructure/mlx-mlx-lm/index.md) Creator not supplied; see original source. Apple mlx-lm GitHub repo: Python package for running and fine-tuning LLMs with MLX. Not applicable (entity) · unknown · unknown resource · en - ### [Mooncake](/model-training/training-infrastructure/mooncake/index.md) Creator not supplied; see original source. Mooncake GitHub repo: KV-cache-centric disaggregated serving platform used for Kimi. Not applicable (entity) · unknown · unknown resource · en - ### [Motif Technologies](/model-training/training-infrastructure/motif-technologies/index.md) Creator not supplied; see original source. Motif Technologies GitHub organisation: training and serving code for its Korean models. Not applicable (entity) · unknown · unknown resource · en - ### [Multiverse Computing model registry](/model-training/training-infrastructure/multiverse-computing-model-registry/index.md) Creator not supplied; see original source. Multiverse Computing Hugging Face organisation: compressed model cards such as HyperNova. Not applicable (entity) · unknown · unknown resource · en - ### [NVIDIA Dynamo](/model-training/training-infrastructure/nvidia-dynamo/index.md) Creator not supplied; see original source. ai-dynamo Dynamo GitHub repo: NVIDIA's datacenter-scale distributed, disaggregated inference serving framework. Not applicable (entity) · unknown · unknown resource · en - ### [NVIDIA NeMo Speech](/model-training/training-infrastructure/nvidia-nemo-speech/index.md) Creator not supplied; see original source. NVIDIA NeMo Speech GitHub repo: framework for speech recognition and TTS model training and inference. Not applicable (entity) · unknown · unknown resource · en - ### [NVIDIA/TensorRT-LLM](/model-training/training-infrastructure/nvidia-tensorrt-llm/index.md) Creator not supplied; see original source. NVIDIA TensorRT-LLM GitHub repo: Python API and kernels for optimised LLM inference on NVIDIA GPUs. Not applicable (entity) · unknown · unknown resource · en - ### [Ollama](/model-training/training-infrastructure/ollama-repo/index.md) Creator not supplied; see original source. Ollama GitHub repo: runtime for running open LLMs locally, with API and cloud options. Not applicable (entity) · unknown · unknown resource · en - ### [OLMo training and inference](/model-training/training-infrastructure/olmo-training-and-inference/index.md) Creator not supplied; see original source. Ai2 OLMo GitHub repo: modelling, training, evaluation and inference code for OLMo open language models. Not applicable (entity) · unknown · unknown resource · en - ### [onediff](/model-training/training-infrastructure/siliconflow-onediff/index.md) Creator not supplied; see original source. SiliconFlow onediff GitHub repo: acceleration library for diffusion model inference. Not applicable (entity) · unknown · unknown resource · en|zh - ### [Together cookbook](/model-training/training-infrastructure/together-cookbook/index.md) Creator not supplied; see original source. Together cookbook GitHub repo: notebooks with recipes for building with Together AI models. Not applicable (entity) · unknown · unknown resource · en - ### [Alibaba Cloud Model Studio: Prompt engineering guide](/model-training/training-infrastructure/alibaba-cloud-bailian-prompt-engineering-guide/index.md) Creator not supplied; see original source. Alibaba Cloud Model Studio prompt engineering guide in Chinese with techniques for designing and optimising prompts. Beginner · unknown · unknown resource · zh - ### [Cloud.ru Foundation Models documentation](/model-training/training-infrastructure/cloud-ru-sber-foundation-models/index.md) Creator not supplied; see original source. Cloud.ru Foundation Models documentation: Sber subsidiary's unified API for hosted language models (in Russian). Beginner · unknown · unknown resource · ru - ### [fal Docs (fal.ai/docs)](/model-training/training-infrastructure/fal-docs-2/index.md) Creator not supplied; see original source. fal documentation for deploying and calling generative media models on fal's serving platform. Beginner · unknown · unknown resource · en - ### [GroqDocs: Prompt Basics](/model-training/training-infrastructure/groq-prompt-basics/index.md) Creator not supplied; see original source. Groq prompting guide covering roles, instructions, context, input and output formats, and sampling parameters. Beginner · unknown · unknown resource · en - ### [LM Studio docs](/model-training/training-infrastructure/lm-studio-docs/index.md) Creator not supplied; see original source. LM Studio app documentation: running Llama, DeepSeek, Qwen and other LLMs locally on a desktop. Beginner · unknown · unknown resource · en - ### [GigaChat docs: Prompt engineering basics](/model-training/training-infrastructure/sber-gigachat/index.md) Creator not supplied; see original source. Sber GigaChat prompt engineering basics in Russian: how to write effective prompts for GigaChat. Beginner · unknown · unknown resource · ru - ### [SiliconFlow docs: Platform introduction](/model-training/training-infrastructure/siliconflow/index.md) Creator not supplied; see original source. SiliconFlow platform introduction in Chinese: inference service offering API access to many open models. Beginner · unknown · unknown resource · zh - ### [Volcano Engine Ark (方舟) docs](/model-training/training-infrastructure/volcano-engine-ark-docs/index.md) Creator not supplied; see original source. Volcano Engine Ark documentation entry: ByteDance's model platform docs, redirecting to docs.volcengine.com. Beginner · unknown · unknown resource · zh - ### [Alibaba Cloud Model Studio: Create a knowledge base](/model-training/training-infrastructure/alibaba-cloud-bailian-knowledge-base-rag/index.md) Creator not supplied; see original source. Alibaba Cloud Model Studio documentation on creating knowledge bases for RAG, with parsing and chunking settings (in Chinese). Intermediate · unknown · unknown resource · zh - ### [Cloudflare Workers AI](/model-training/training-infrastructure/cloudflare-workers-ai/index.md) Creator not supplied; see original source. Cloudflare Workers AI documentation for running ML models on serverless GPUs across Cloudflare's network. Intermediate · unknown · unknown resource · en - ### [Groq documentation](/model-training/training-infrastructure/groq-documentation/index.md) Creator not supplied; see original source. Groq documentation: OpenAI-compatible API, available models and rate limits for its LPU inference service. Intermediate · unknown · unknown resource · en - ### [vLLM documentation](/model-training/training-infrastructure/inference-serving-quantization/index.md) Creator not supplied; see original source. vLLM documentation: open-source engine for high-throughput LLM inference and serving. Intermediate–Advanced · unknown · unknown resource · en - ### [OpenRouter docs: Prompt Caching](/model-training/training-infrastructure/openrouter-prompt-caching/index.md) Creator not supplied; see original source. OpenRouter guide to prompt caching across model providers, with cost implications. 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