William Falcon

Founder of Lightning AI

Authored Projects (1)

Starred by

Junxiao Song

Junxiao Song(Research Scientist at DeepSeek),

Ben Mann

Ben Mann(Cofounder of Anthropic),

Deshraj Yadav

Deshraj Yadav(Cofounder of Mem0), and

Soumith Chintala

Soumith Chintala(Coauthor of PyTorch).

DeepRLHacks by williamFalcon

RL training hacks from Deep RL Bootcamp (2017)

Debugging: simplify state space (e.g., Pendulum), reward function for fast feedback.
Problem framing: visualize random policy, ensure observations are usable/scaled.
Reproducibility: use more samples, larger batch sizes to overcome noise.
Training: standardize data, monitor entropy, tune discount factors, track episode returns.

Created 8 years ago

Updated 8 years ago

Starred Projects (7)

LitServe by Lightning-AI

AI inference pipeline framework

chiphuyen:

luiscape:

omarsar:

lantiga:

Created 1 year ago

Updated 1 day ago

litgpt by Lightning-AI

LLM SDK for pretraining, finetuning, and deploying 20+ high-performance LLMs

karpathy:

stefanv:

rasbt:

luiscape:

Created 2 years ago

Updated 5 days ago

lightning-thunder by Lightning-AI

PyTorch compiler for model optimization via source-to-source transformation

lantiga:

csarofeen:

hammer:

luiscape:

Created 1 year ago

Updated 11 hours ago

apex by NVIDIA

PyTorch extension for streamlined mixed precision & distributed training

aravindsrinivas:

JohannesHa:

tgaddair:

hammer:

Created 7 years ago

Updated 1 week ago

MT-Reading-List by THUNLP-MT

MT reading list from Tsinghua NLP group

lilianweng:

Created 6 years ago

Updated 1 year ago

ganhacks by soumith

GAN training tips and tricks

aravindsrinivas:

lilianweng:

ebursztein:

stefanv:

Created 8 years ago

Updated 3 years ago

DeepLearningVideoGames by nikitasrivatsan

Deep Q learning research paper for video game strategy

bcherny:

deshraj:

pathak22:

howespt:

Created 10 years ago

Updated 2 years ago

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