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Distillation

5 repositories found

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rasbt

rasbt

reasoning-from-scratch
Jupyter Notebook AI analysis

This repository is the official code companion to a Manning book that teaches how to build a reasoning LLM from scratch using PyTorch, starting with...

Beginner friendly Niche use case
ai artificial-intelligence chain-of-thought
4.7k
705
2
69/wk
active
8/10 Education
lasgroup

lasgroup

SDPO
Python AI analysis

SDPO (Self-Distilled Policy Optimization) is a reinforcement learning framework for post-training large language models on verifiable tasks like code...

Single maintainer Niche use case Hidden gem
distillation llm reasoning
1k
115
10
13/wk
recent
7/10 AI & ML
thu-ml

thu-ml

TurboDiffusion
Python AI analysis

TurboDiffusion is a video generation acceleration framework that speeds up diffusion-based video synthesis by 100–200× on high-end GPUs while...

Production ready Single maintainer Niche use case
ai-infra consistency-model diffusion-models
3.6k
267
81
11/wk
recent
8/10 AI & ML
hao-ai-lab

hao-ai-lab

FastVideo
Python AI analysis

FastVideo is a unified framework for accelerated video generation that combines post-training and real-time inference optimization. It serves...

Production ready Niche use case
diffusers diffusion-models distillation
3.8k
377
135
23/wk
active
8/10 AI & ML
lightly-ai

lightly-ai

lightly-train
Python AI analysis

LightlyTrain is a specialized framework for computer vision model development, covering pretraining (DINOv2/v3), fine-tuning (YOLO, ViTs, RT-DETR),...

Production ready Niche use case
computer-vision contrastive-learning deep-learning
1.6k
89
60
6/wk
active
8/10 AI & ML