Python · MIT
FRS2003/hands-on-llm
动手学大模型全栈：CS336 中文精讲 · PyTorch 手搓 Transformer · 单卡复现 Pretrain/SFT/LoRA/DPO/GRPO/RLVR · PEFT/Agent/RAG 落地（含真实实验、曲线与复现脚本）
★ 122
Stars
12 forks · 0 open issues
+2.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
19.0
Momentum / 100
see the breakdown below
4mo ago
Created
last push 52d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 2.1 | +2.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 10.8 | last push 52d ago; decays to zero at 180 days |
| Scale | 15 | 6.1 | 122 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 19.0 | sum of the above |
Detail
| Topics | cs336deep-learningdpofrom-scratchgrpohands-onlarge-language-modelsllama-factoryllmllm-agentlorapeftpretrainingpytorchragreinforcement-learningrlhfsfttransformertutorial |
| Matched on | AI Agents (llm-agent) LLM & Inference (large-language-models) Learning & Roadmaps (tutorial) |
| Short window | +2 stars over 7 days = 0.3/day |
| Long window | +-4 stars over 26 days = -0.2/day |
| Lifetime average | 0.92 stars/day over 133 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |