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README.md CHANGED
@@ -43,8 +43,8 @@ SID-GPT learns to predict SID register states frame-by-frame, essentially learni
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  | File | Size | Description |
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  |------|------|-------------|
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- | `sid-gpt.bin` | 98 MB | Exported weights for Zig inference |
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- | `ckpt_2000.pt` | 295 MB | PyTorch checkpoint (includes optimizer state) |
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  | `config.json` | 1 KB | Model configuration |
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  ## Usage
@@ -59,20 +59,20 @@ cd SidGPT
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  zig build -Doptimize=ReleaseFast
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  # Download model
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- wget https://huggingface.co/M64/sid-gpt-25m/resolve/main/sid-gpt.bin -P models/
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  # Generate and play
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- ./zig-out/bin/sidgpt --model models/sid-gpt.bin --frames 700 --temp 0.90 --seed 7391738265 --context 12 | ./zig-out/bin/sidgpt-play
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  # Or export to WAV
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- ./zig-out/bin/sidgpt --model models/sid-gpt.bin --frames 700 --temp 0.90 --seed 7391738265 --context 12 --output music.txt
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  ./zig-out/bin/sidgpt-play music.txt --output-wav music.wav
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  ```
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  ### Python Inference
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  ```bash
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  cd training
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- python sample_sid.py --checkpoint path/to/ckpt_2000.pt --num_frames 700 --temperature 0.95
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  ```
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  ## Generation Tips
 
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  | File | Size | Description |
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  |------|------|-------------|
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+ | `sid-gpt-xxxx.bin` | 98 MB | Exported weights for Zig inference |
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+ | `sid-gpt-xxxx.pt` | 295 MB | PyTorch checkpoint (includes optimizer state) |
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  | `config.json` | 1 KB | Model configuration |
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  ## Usage
 
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  zig build -Doptimize=ReleaseFast
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  # Download model
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+ wget https://huggingface.co/M64/sid-gpt-25m/resolve/main/sid-gpt-1700.bin -P models/
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  # Generate and play
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+ ./zig-out/bin/sidgpt --model models/sid-gpt-1700.bin --frames 700 --temp 0.90 --seed 7391738265 --context 12 | ./zig-out/bin/sidgpt-play
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  # Or export to WAV
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+ ./zig-out/bin/sidgpt --model models/sid-gpt-1700.bin --frames 700 --temp 0.90 --seed 7391738265 --context 12 --output music.txt
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  ./zig-out/bin/sidgpt-play music.txt --output-wav music.wav
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  ```
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  ### Python Inference
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  ```bash
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  cd training
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+ python sample_sid.py --checkpoint path/to/sid-gpt-1700.pt --num_frames 700 --temperature 0.95
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  ```
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  ## Generation Tips
sid-gpt-25M.bin CHANGED
@@ -1,3 +1,3 @@
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sid-gpt-25m-2000.bin ADDED
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