🔥 📗 Whisper transcripts of Andrej Karpathy's Neural Networks: Zero to Hero course lectures. 💎 💥
| Project | Files | Lecture |
|---|---|---|
| micrograd | txt/json/srt/tsv/vtt/stdout | The spelled-out intro to neural networks and backpropagation: building micrograd |
| makemore1 | txt/json/srt/tsv/vtt/stdout | The spelled-out intro to language modeling: building makemore |
| makemore2 | txt/json/srt/tsv/vtt/stdout | Building makemore Part 2: MLP |
| makemore3 | txt/json/srt/tsv/vtt/stdout | Building makemore Part 3: Activations & Gradients, BatchNorm |
| makemore4 | txt/json/srt/tsv/vtt/stdout | Building makemore Part 4: Becoming a Backprop Ninja |
| makemore5 | txt/json/srt/tsv/vtt/stdout | Building makemore Part 5: Building a WaveNet |
| nanoGPT | txt/json/srt/tsv/vtt/stdout | Let's build GPT: from scratch, in code, spelled out. |
| stateofGPT | txt/json/srt/tsv/vtt/stdout | State of GPT |
| minbpe | txt/json/srt/tsv/vtt/stdout | Let's build the GPT Tokenizer |
- yt-dlp to download lectures:
yt-dlp --yes-playlist --x --audio-format mp3 {playlist_link}`- openai/whisper to transcribe them:
whisper --language en --model large -o {out_dir} -- {mp3_file}