ray-project / ray-llm

Related projects ⓘ

Alternatives and complementary repositories for ray-llm

• microsoft / DeepSpeed-MII
  MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
  ☆1,891Updated this week
• predibase / lorax
  Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
  ☆2,178Updated this week
• S-LoRA / S-LoRA
  S-LoRA: Serving Thousands of Concurrent LoRA Adapters
  ☆1,745Updated 9 months ago
• ray-project / llmperf
  LLMPerf is a library for validating and benchmarking LLMs
  ☆635Updated 2 months ago
• punica-ai / punica
  Serving multiple LoRA finetuned LLM as one
  ☆979Updated 6 months ago
• srush / MiniChain
  A tiny library for coding with large language models.
  ☆1,212Updated 3 months ago
• ray-project / llmperf-leaderboard
  ☆427Updated 9 months ago
• jquesnelle / yarn
  YaRN: Efficient Context Window Extension of Large Language Models
  ☆1,339Updated 6 months ago
• marella / ctransformers
  Python bindings for the Transformer models implemented in C/C++ using GGML library.
  ☆1,811Updated 9 months ago
• hao-ai-lab / LookaheadDecoding
  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
  ☆1,143Updated 3 weeks ago
• casper-hansen / AutoAWQ
  AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
  ☆1,743Updated last month
• xlang-ai / instructor-embedding
  [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
  ☆1,864Updated 2 months ago
• tomaarsen / attention_sinks
  Extend existing LLMs way beyond the original training length with constant memory usage, without retraining
  ☆667Updated 6 months ago
• noamgat / lm-format-enforcer
  Enforce the output format (JSON Schema, Regex etc) of a language model
  ☆1,520Updated 3 weeks ago
• scaleapi / llm-engine
  Scale LLM Engine public repository
  ☆781Updated this week
• intel / intel-extension-for-transformers
  ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…
  ☆2,136Updated last month
• FasterDecoding / Medusa
  Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
  ☆2,295Updated 4 months ago
• triton-inference-server / tensorrtllm_backend
  The Triton TensorRT-LLM Backend
  ☆703Updated this week
• huggingface / nanotron
  Minimalistic large language model 3D-parallelism training
  ☆1,227Updated this week
• huggingface / text-embeddings-inference
  A blazing fast inference solution for text embeddings models
  ☆2,813Updated this week
• argilla-io / distilabel
  Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…
  ☆1,612Updated this week
• vllm-project / llm-compressor
  Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
  ☆661Updated this week
• philschmid / easyllm
  ☆433Updated 10 months ago
• Vahe1994 / SpQR
  ☆527Updated 9 months ago
• IST-DASLab / gptq
  Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
  ☆1,923Updated 7 months ago
• gkamradt / LLMTest_NeedleInAHaystack
  Doing simple retrieval from LLM models at various context lengths to measure accuracy
  ☆1,551Updated 2 months ago
• mit-han-lab / llm-awq
  [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
  ☆2,498Updated 3 weeks ago
• yuchenlin / LLM-Blender
  [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…
  ☆881Updated 2 weeks ago