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Category: ml-framework ยท clear

NVIDIA / Model-Optimizer

A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative decoding, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM, TensorRT, vLLM, etc. to optimize inference speed.

โ–ฒ ~79/7d โ˜… 5.4k Python ๐Ÿ”ฅ today
FluidInference / FluidAudio

Frontier CoreML audio models in your apps โ€” text-to-speech, speech-to-text, voice activity detection, and speaker diarization. In Swift, powered by SOTA open source.

โ–ฒ ~79/7d โ˜… 3.2k Swift ๐Ÿ”ฅ 2d ago
facebookresearch / segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

โ–ฒ ~63/7d โ˜… 55k Jupyter Notebook 2y ago
facebookresearch / audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

โ–ฒ 53/7d โ˜… 24k Jupyter Notebook ๐Ÿ”ฅ 7mo ago
facebookresearch / sam2

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

โ–ฒ 43/7d โ˜… 20k Jupyter Notebook ๐Ÿ”ฅ 4mo ago
openai / CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

โ–ฒ ~42/7d โ˜… 35k Jupyter Notebook ๐Ÿ”ฅ 7mo ago
zml / zml

Any model. Any hardware. Zero compromise. Built with @ziglang / @openxla / MLIR / @bazelbuild

โ–ฒ ~16/7d โ˜… 4.2k Zig ๐Ÿ”ฅ 1d ago