Instructions to use moonbox-dev/hyperflow-h3-flash-MLX with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use moonbox-dev/hyperflow-h3-flash-MLX with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download moonbox-dev/hyperflow-h3-flash-MLX --local-dir hyperflow-h3-flash-MLX
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download 4bit/config.json from moonbox-dev/hyperflow-h3-flash-MLX: direct link, hf CLI and curl.
- Browser
- Download file 21.7 kB
-
https://huggingface.co/moonbox-dev/hyperflow-h3-flash-MLX/resolve/main/4bit/config.json
- Command line
-
hf download hf://moonbox-dev/hyperflow-h3-flash-MLX/4bit/config.json
-
curl -L -o config.json https://huggingface.co/moonbox-dev/hyperflow-h3-flash-MLX/resolve/main/4bit/config.json
21.7 kB
| { | |
| "_class_name": "HyperFlowH3FlashTransformer3DModel", | |
| "_diffusers_version": "0.36.0.dev0", | |
| "num_attention_heads": 56, | |
| "attention_head_dim": 128, | |
| "hidden_size": 5376, | |
| "num_layers": 50, | |
| "num_refiner_layers": 2, | |
| "ffn_dim": 14336, | |
| "in_channels": 24, | |
| "audio_in_channels": 32, | |
| "patch_size": [ | |
| 1, | |
| 2, | |
| 2 | |
| ], | |
| "text_dim": 5120, | |
| "freq_dim": 256, | |
| "time_embed_hidden_dim": 5376, | |
| "time_embed_dim": 16, | |
| "rope_freq_dim": 16, | |
| "rope_theta": 10000.0, | |
| "norm_eps": 1e-05, | |
| "qk_norm_eps": 1e-05, | |
| "final_norm_eps": 1e-05, | |
| "hyperflow_gate": 0.25, | |
| "lowrank_ranks": { | |
| "transformer_blocks.1.attn.to_k": 704, | |
| "transformer_blocks.1.attn.to_out.0": 1792, | |
| "transformer_blocks.1.attn.to_q": 768, | |
| "transformer_blocks.1.attn.to_v": 896, | |
| "transformer_blocks.1.ff.net.0.proj": 1664, | |
| "transformer_blocks.1.ff.net.2": 2496, | |
| "transformer_blocks.10.attn.to_k": 320, | |
| "transformer_blocks.10.attn.to_out.0": 448, | |
| "transformer_blocks.10.attn.to_q": 320, | |
| "transformer_blocks.10.attn.to_v": 448, | |
| "transformer_blocks.10.ff.net.0.proj": 384, | |
| "transformer_blocks.10.ff.net.2": 1536, | |
| "transformer_blocks.11.attn.to_k": 256, | |
| "transformer_blocks.11.attn.to_out.0": 448, | |
| "transformer_blocks.11.attn.to_q": 320, | |
| "transformer_blocks.11.attn.to_v": 448, | |
| "transformer_blocks.11.ff.net.0.proj": 384, | |
| "transformer_blocks.11.ff.net.2": 512, | |
| "transformer_blocks.12.attn.to_k": 192, | |
| "transformer_blocks.12.attn.to_out.0": 256, | |
| "transformer_blocks.12.attn.to_q": 192, | |
| "transformer_blocks.12.attn.to_v": 320, | |
| "transformer_blocks.12.ff.net.0.proj": 256, | |
| "transformer_blocks.12.ff.net.2": 1088, | |
| "transformer_blocks.13.attn.to_k": 576, | |
| "transformer_blocks.13.attn.to_out.0": 704, | |
| "transformer_blocks.13.attn.to_q": 576, | |
| "transformer_blocks.13.attn.to_v": 832, | |
| "transformer_blocks.13.ff.net.0.proj": 768, | |
| "transformer_blocks.13.ff.net.2": 64, | |
| "transformer_blocks.14.attn.to_k": 256, | |
| "transformer_blocks.14.attn.to_out.0": 384, | |
| "transformer_blocks.14.attn.to_q": 320, | |
| "transformer_blocks.14.attn.to_v": 448, | |
| "transformer_blocks.14.ff.net.0.proj": 320, | |
| "transformer_blocks.14.ff.net.2": 1600, | |
| "transformer_blocks.15.attn.to_k": 256, | |
| "transformer_blocks.15.attn.to_out.0": 448, | |
| "transformer_blocks.15.attn.to_q": 320, | |
| "transformer_blocks.15.attn.to_v": 448, | |
| "transformer_blocks.15.ff.net.0.proj": 320, | |
| "transformer_blocks.15.ff.net.2": 1600, | |
| "transformer_blocks.16.attn.to_k": 512, | |
| "transformer_blocks.16.attn.to_out.0": 768, | |
| "transformer_blocks.16.attn.to_q": 512, | |
| "transformer_blocks.16.attn.to_v": 704, | |
| "transformer_blocks.16.ff.net.0.proj": 704, | |
| "transformer_blocks.16.ff.net.2": 2304, | |
| "transformer_blocks.17.attn.to_k": 256, | |
| "transformer_blocks.17.attn.to_out.0": 448, | |
| "transformer_blocks.17.attn.to_q": 320, | |
| "transformer_blocks.17.attn.to_v": 448, | |
| "transformer_blocks.17.ff.net.0.proj": 384, | |
| "transformer_blocks.17.ff.net.2": 1536, | |
| "transformer_blocks.18.attn.to_k": 256, | |
| "transformer_blocks.18.attn.to_out.0": 448, | |
| "transformer_blocks.18.attn.to_q": 256, | |
| "transformer_blocks.18.attn.to_v": 448, | |
| "transformer_blocks.18.ff.net.0.proj": 448, | |
| "transformer_blocks.18.ff.net.2": 1472, | |
| "transformer_blocks.2.attn.to_k": 1600, | |
| "transformer_blocks.2.attn.to_out.0": 2112, | |
| "transformer_blocks.2.attn.to_q": 1600, | |
| "transformer_blocks.2.attn.to_v": 1664, | |
| "transformer_blocks.2.ff.net.0.proj": 3200, | |
| "transformer_blocks.20.attn.to_k": 832, | |
| "transformer_blocks.20.attn.to_out.0": 1216, | |
| "transformer_blocks.20.attn.to_q": 832, | |
| "transformer_blocks.20.attn.to_v": 1152, | |
| "transformer_blocks.20.ff.net.0.proj": 1344, | |
| "transformer_blocks.20.ff.net.2": 3072, | |
| "transformer_blocks.23.attn.to_k": 128, | |
| "transformer_blocks.23.attn.to_out.0": 320, | |
| "transformer_blocks.23.attn.to_q": 128, | |
| "transformer_blocks.23.attn.to_v": 256, | |
| "transformer_blocks.23.ff.net.0.proj": 256, | |
| "transformer_blocks.23.ff.net.2": 1152, | |
| "transformer_blocks.4.attn.to_k": 192, | |
| "transformer_blocks.4.attn.to_out.0": 256, | |
| "transformer_blocks.4.attn.to_q": 192, | |
| "transformer_blocks.4.attn.to_v": 320, | |
| "transformer_blocks.4.ff.net.0.proj": 384, | |
| "transformer_blocks.4.ff.net.2": 832, | |
| "transformer_blocks.49.ff.net.2": 2944, | |
| "transformer_blocks.7.attn.to_k": 192, | |
| "transformer_blocks.7.attn.to_out.0": 320, | |
| "transformer_blocks.7.attn.to_q": 256, | |
| "transformer_blocks.7.attn.to_v": 384, | |
| "transformer_blocks.7.ff.net.0.proj": 320, | |
| "transformer_blocks.7.ff.net.2": 896, | |
| "transformer_blocks.8.attn.to_k": 192, | |
| "transformer_blocks.8.attn.to_out.0": 256, | |
| "transformer_blocks.8.attn.to_q": 192, | |
| "transformer_blocks.8.attn.to_v": 256, | |
| "transformer_blocks.8.ff.net.0.proj": 256, | |
| "transformer_blocks.8.ff.net.2": 1152, | |
| "transformer_blocks.9.attn.to_k": 192, | |
| "transformer_blocks.9.attn.to_out.0": 320, | |
| "transformer_blocks.9.attn.to_q": 192, | |
| "transformer_blocks.9.attn.to_v": 320, | |
| "transformer_blocks.9.ff.net.0.proj": 192, | |
| "transformer_blocks.9.ff.net.2": 1152 | |
| }, | |
| "dropped_blocks": [ | |
| 6, | |
| 21, | |
| 22 | |
| ], | |
| "source": { | |
| "repo": "VideoRebirthAI/hyperflow-h3-flash", | |
| "revision": "c8f74e481b9f7743cd91d2d3c4bf108eeb723748", | |
| "folder": "fl2va_int8_convrot", | |
| "quantization": { | |
| "method": "int8_convrot", | |
| "group": 256 | |
| } | |
| }, | |
| "mlx_quantization": { | |
| "group_size": 64, | |
| "bits": 4, | |
| "linears": [ | |
| "token_refiner.refiner_blocks.0.attn.to_k", | |
| "token_refiner.refiner_blocks.0.attn.to_out.0", | |
| "token_refiner.refiner_blocks.0.attn.to_q", | |
| "token_refiner.refiner_blocks.0.attn.to_v", | |
| "token_refiner.refiner_blocks.0.ff.net.0.proj", | |
| "token_refiner.refiner_blocks.0.ff.net.2", | |
| "token_refiner.refiner_blocks.1.attn.to_k", | |
| "token_refiner.refiner_blocks.1.attn.to_out.0", | |
| "token_refiner.refiner_blocks.1.attn.to_q", | |
| "token_refiner.refiner_blocks.1.attn.to_v", | |
| "token_refiner.refiner_blocks.1.ff.net.0.proj", | |
| "token_refiner.refiner_blocks.1.ff.net.2", | |
| "transformer_blocks.0.attn.to_k", | |
| "transformer_blocks.0.attn.to_out.0", | |
| "transformer_blocks.0.attn.to_q", | |
| "transformer_blocks.0.attn.to_v", | |
| "transformer_blocks.0.ff.net.0.proj", | |
| "transformer_blocks.0.ff.net.2", | |
| "transformer_blocks.1.attn.to_k.down", | |
| "transformer_blocks.1.attn.to_k.up", | |
| "transformer_blocks.1.attn.to_out.0.down", | |
| "transformer_blocks.1.attn.to_out.0.up", | |
| "transformer_blocks.1.attn.to_q.down", | |
| "transformer_blocks.1.attn.to_q.up", | |
| "transformer_blocks.1.attn.to_v.down", | |
| "transformer_blocks.1.attn.to_v.up", | |
| "transformer_blocks.1.ff.net.0.proj.down", | |
| "transformer_blocks.1.ff.net.0.proj.up", | |
| "transformer_blocks.1.ff.net.2.down", | |
| "transformer_blocks.1.ff.net.2.up", | |
| "transformer_blocks.10.attn.to_k.down", | |
| "transformer_blocks.10.attn.to_k.up", | |
| "transformer_blocks.10.attn.to_out.0.down", | |
| "transformer_blocks.10.attn.to_out.0.up", | |
| "transformer_blocks.10.attn.to_q.down", | |
| "transformer_blocks.10.attn.to_q.up", | |
| "transformer_blocks.10.attn.to_v.down", | |
| "transformer_blocks.10.attn.to_v.up", | |
| "transformer_blocks.10.ff.net.0.proj.down", | |
| "transformer_blocks.10.ff.net.0.proj.up", | |
| "transformer_blocks.10.ff.net.2.down", | |
| "transformer_blocks.10.ff.net.2.up", | |
| "transformer_blocks.11.attn.to_k.down", | |
| "transformer_blocks.11.attn.to_k.up", | |
| "transformer_blocks.11.attn.to_out.0.down", | |
| "transformer_blocks.11.attn.to_out.0.up", | |
| "transformer_blocks.11.attn.to_q.down", | |
| "transformer_blocks.11.attn.to_q.up", | |
| "transformer_blocks.11.attn.to_v.down", | |
| "transformer_blocks.11.attn.to_v.up", | |
| "transformer_blocks.11.ff.net.0.proj.down", | |
| "transformer_blocks.11.ff.net.0.proj.up", | |
| "transformer_blocks.11.ff.net.2.down", | |
| "transformer_blocks.11.ff.net.2.up", | |
| "transformer_blocks.12.attn.to_k.down", | |
| "transformer_blocks.12.attn.to_k.up", | |
| "transformer_blocks.12.attn.to_out.0.down", | |
| "transformer_blocks.12.attn.to_out.0.up", | |
| "transformer_blocks.12.attn.to_q.down", | |
| "transformer_blocks.12.attn.to_q.up", | |
| "transformer_blocks.12.attn.to_v.down", | |
| "transformer_blocks.12.attn.to_v.up", | |
| "transformer_blocks.12.ff.net.0.proj.down", | |
| "transformer_blocks.12.ff.net.0.proj.up", | |
| "transformer_blocks.12.ff.net.2.down", | |
| "transformer_blocks.12.ff.net.2.up", | |
| "transformer_blocks.13.attn.to_k.down", | |
| "transformer_blocks.13.attn.to_k.up", | |
| "transformer_blocks.13.attn.to_out.0.down", | |
| "transformer_blocks.13.attn.to_out.0.up", | |
| "transformer_blocks.13.attn.to_q.down", | |
| "transformer_blocks.13.attn.to_q.up", | |
| "transformer_blocks.13.attn.to_v.down", | |
| "transformer_blocks.13.attn.to_v.up", | |
| "transformer_blocks.13.ff.net.0.proj.down", | |
| "transformer_blocks.13.ff.net.0.proj.up", | |
| "transformer_blocks.13.ff.net.2.down", | |
| "transformer_blocks.13.ff.net.2.up", | |
| "transformer_blocks.14.attn.to_k.down", | |
| "transformer_blocks.14.attn.to_k.up", | |
| "transformer_blocks.14.attn.to_out.0.down", | |
| "transformer_blocks.14.attn.to_out.0.up", | |
| "transformer_blocks.14.attn.to_q.down", | |
| "transformer_blocks.14.attn.to_q.up", | |
| "transformer_blocks.14.attn.to_v.down", | |
| "transformer_blocks.14.attn.to_v.up", | |
| "transformer_blocks.14.ff.net.0.proj.down", | |
| "transformer_blocks.14.ff.net.0.proj.up", | |
| "transformer_blocks.14.ff.net.2.down", | |
| "transformer_blocks.14.ff.net.2.up", | |
| "transformer_blocks.15.attn.to_k.down", | |
| "transformer_blocks.15.attn.to_k.up", | |
| "transformer_blocks.15.attn.to_out.0.down", | |
| "transformer_blocks.15.attn.to_out.0.up", | |
| "transformer_blocks.15.attn.to_q.down", | |
| "transformer_blocks.15.attn.to_q.up", | |
| "transformer_blocks.15.attn.to_v.down", | |
| "transformer_blocks.15.attn.to_v.up", | |
| "transformer_blocks.15.ff.net.0.proj.down", | |
| "transformer_blocks.15.ff.net.0.proj.up", | |
| "transformer_blocks.15.ff.net.2.down", | |
| "transformer_blocks.15.ff.net.2.up", | |
| "transformer_blocks.16.attn.to_k.down", | |
| "transformer_blocks.16.attn.to_k.up", | |
| "transformer_blocks.16.attn.to_out.0.down", | |
| "transformer_blocks.16.attn.to_out.0.up", | |
| "transformer_blocks.16.attn.to_q.down", | |
| "transformer_blocks.16.attn.to_q.up", | |
| "transformer_blocks.16.attn.to_v.down", | |
| "transformer_blocks.16.attn.to_v.up", | |
| "transformer_blocks.16.ff.net.0.proj.down", | |
| "transformer_blocks.16.ff.net.0.proj.up", | |
| "transformer_blocks.16.ff.net.2.down", | |
| "transformer_blocks.16.ff.net.2.up", | |
| "transformer_blocks.17.attn.to_k.down", | |
| "transformer_blocks.17.attn.to_k.up", | |
| "transformer_blocks.17.attn.to_out.0.down", | |
| "transformer_blocks.17.attn.to_out.0.up", | |
| "transformer_blocks.17.attn.to_q.down", | |
| "transformer_blocks.17.attn.to_q.up", | |
| "transformer_blocks.17.attn.to_v.down", | |
| "transformer_blocks.17.attn.to_v.up", | |
| "transformer_blocks.17.ff.net.0.proj.down", | |
| "transformer_blocks.17.ff.net.0.proj.up", | |
| "transformer_blocks.17.ff.net.2.down", | |
| "transformer_blocks.17.ff.net.2.up", | |
| "transformer_blocks.18.attn.to_k.down", | |
| "transformer_blocks.18.attn.to_k.up", | |
| "transformer_blocks.18.attn.to_out.0.down", | |
| "transformer_blocks.18.attn.to_out.0.up", | |
| "transformer_blocks.18.attn.to_q.down", | |
| "transformer_blocks.18.attn.to_q.up", | |
| "transformer_blocks.18.attn.to_v.down", | |
| "transformer_blocks.18.attn.to_v.up", | |
| "transformer_blocks.18.ff.net.0.proj.down", | |
| "transformer_blocks.18.ff.net.0.proj.up", | |
| "transformer_blocks.18.ff.net.2.down", | |
| "transformer_blocks.18.ff.net.2.up", | |
| "transformer_blocks.19.attn.to_k", | |
| "transformer_blocks.19.attn.to_out.0", | |
| "transformer_blocks.19.attn.to_q", | |
| "transformer_blocks.19.attn.to_v", | |
| "transformer_blocks.19.ff.net.0.proj", | |
| "transformer_blocks.19.ff.net.2", | |
| "transformer_blocks.2.attn.to_k.down", | |
| "transformer_blocks.2.attn.to_k.up", | |
| "transformer_blocks.2.attn.to_out.0.down", | |
| "transformer_blocks.2.attn.to_out.0.up", | |
| "transformer_blocks.2.attn.to_q.down", | |
| "transformer_blocks.2.attn.to_q.up", | |
| "transformer_blocks.2.attn.to_v.down", | |
| "transformer_blocks.2.attn.to_v.up", | |
| "transformer_blocks.2.ff.net.0.proj.down", | |
| "transformer_blocks.2.ff.net.0.proj.up", | |
| "transformer_blocks.2.ff.net.2", | |
| "transformer_blocks.20.attn.to_k.down", | |
| "transformer_blocks.20.attn.to_k.up", | |
| "transformer_blocks.20.attn.to_out.0.down", | |
| "transformer_blocks.20.attn.to_out.0.up", | |
| "transformer_blocks.20.attn.to_q.down", | |
| "transformer_blocks.20.attn.to_q.up", | |
| "transformer_blocks.20.attn.to_v.down", | |
| "transformer_blocks.20.attn.to_v.up", | |
| "transformer_blocks.20.ff.net.0.proj.down", | |
| "transformer_blocks.20.ff.net.0.proj.up", | |
| "transformer_blocks.20.ff.net.2.down", | |
| "transformer_blocks.20.ff.net.2.up", | |
| "transformer_blocks.23.attn.to_k.down", | |
| "transformer_blocks.23.attn.to_k.up", | |
| "transformer_blocks.23.attn.to_out.0.down", | |
| "transformer_blocks.23.attn.to_out.0.up", | |
| "transformer_blocks.23.attn.to_q.down", | |
| "transformer_blocks.23.attn.to_q.up", | |
| "transformer_blocks.23.attn.to_v.down", | |
| "transformer_blocks.23.attn.to_v.up", | |
| "transformer_blocks.23.ff.net.0.proj.down", | |
| "transformer_blocks.23.ff.net.0.proj.up", | |
| "transformer_blocks.23.ff.net.2.down", | |
| "transformer_blocks.23.ff.net.2.up", | |
| "transformer_blocks.24.attn.to_k", | |
| "transformer_blocks.24.attn.to_out.0", | |
| "transformer_blocks.24.attn.to_q", | |
| "transformer_blocks.24.attn.to_v", | |
| "transformer_blocks.24.ff.net.0.proj", | |
| "transformer_blocks.24.ff.net.2", | |
| "transformer_blocks.25.attn.to_k", | |
| "transformer_blocks.25.attn.to_out.0", | |
| "transformer_blocks.25.attn.to_q", | |
| "transformer_blocks.25.attn.to_v", | |
| "transformer_blocks.25.ff.net.0.proj", | |
| "transformer_blocks.25.ff.net.2", | |
| "transformer_blocks.26.attn.to_k", | |
| "transformer_blocks.26.attn.to_out.0", | |
| "transformer_blocks.26.attn.to_q", | |
| "transformer_blocks.26.attn.to_v", | |
| "transformer_blocks.26.ff.net.0.proj", | |
| "transformer_blocks.26.ff.net.2", | |
| "transformer_blocks.27.attn.to_k", | |
| "transformer_blocks.27.attn.to_out.0", | |
| "transformer_blocks.27.attn.to_q", | |
| "transformer_blocks.27.attn.to_v", | |
| "transformer_blocks.27.ff.net.0.proj", | |
| "transformer_blocks.27.ff.net.2", | |
| "transformer_blocks.28.attn.to_k", | |
| "transformer_blocks.28.attn.to_out.0", | |
| "transformer_blocks.28.attn.to_q", | |
| "transformer_blocks.28.attn.to_v", | |
| "transformer_blocks.28.ff.net.0.proj", | |
| "transformer_blocks.28.ff.net.2", | |
| "transformer_blocks.29.attn.to_k", | |
| "transformer_blocks.29.attn.to_out.0", | |
| "transformer_blocks.29.attn.to_q", | |
| "transformer_blocks.29.attn.to_v", | |
| "transformer_blocks.29.ff.net.0.proj", | |
| "transformer_blocks.29.ff.net.2", | |
| "transformer_blocks.3.attn.to_k", | |
| "transformer_blocks.3.attn.to_out.0", | |
| "transformer_blocks.3.attn.to_q", | |
| "transformer_blocks.3.attn.to_v", | |
| "transformer_blocks.3.ff.net.0.proj", | |
| "transformer_blocks.3.ff.net.2", | |
| "transformer_blocks.30.attn.to_k", | |
| "transformer_blocks.30.attn.to_out.0", | |
| "transformer_blocks.30.attn.to_q", | |
| "transformer_blocks.30.attn.to_v", | |
| "transformer_blocks.30.ff.net.0.proj", | |
| "transformer_blocks.30.ff.net.2", | |
| "transformer_blocks.31.attn.to_k", | |
| "transformer_blocks.31.attn.to_out.0", | |
| "transformer_blocks.31.attn.to_q", | |
| "transformer_blocks.31.attn.to_v", | |
| "transformer_blocks.31.ff.net.0.proj", | |
| "transformer_blocks.31.ff.net.2", | |
| "transformer_blocks.32.attn.to_k", | |
| "transformer_blocks.32.attn.to_out.0", | |
| "transformer_blocks.32.attn.to_q", | |
| "transformer_blocks.32.attn.to_v", | |
| "transformer_blocks.32.ff.net.0.proj", | |
| "transformer_blocks.32.ff.net.2", | |
| "transformer_blocks.33.attn.to_k", | |
| "transformer_blocks.33.attn.to_out.0", | |
| "transformer_blocks.33.attn.to_q", | |
| "transformer_blocks.33.attn.to_v", | |
| "transformer_blocks.33.ff.net.0.proj", | |
| "transformer_blocks.33.ff.net.2", | |
| "transformer_blocks.34.attn.to_k", | |
| "transformer_blocks.34.attn.to_out.0", | |
| "transformer_blocks.34.attn.to_q", | |
| "transformer_blocks.34.attn.to_v", | |
| "transformer_blocks.34.ff.net.0.proj", | |
| "transformer_blocks.34.ff.net.2", | |
| "transformer_blocks.35.attn.to_k", | |
| "transformer_blocks.35.attn.to_out.0", | |
| "transformer_blocks.35.attn.to_q", | |
| "transformer_blocks.35.attn.to_v", | |
| "transformer_blocks.35.ff.net.0.proj", | |
| "transformer_blocks.35.ff.net.2", | |
| "transformer_blocks.36.attn.to_k", | |
| "transformer_blocks.36.attn.to_out.0", | |
| "transformer_blocks.36.attn.to_q", | |
| "transformer_blocks.36.attn.to_v", | |
| "transformer_blocks.36.ff.net.0.proj", | |
| "transformer_blocks.36.ff.net.2", | |
| "transformer_blocks.37.attn.to_k", | |
| "transformer_blocks.37.attn.to_out.0", | |
| "transformer_blocks.37.attn.to_q", | |
| "transformer_blocks.37.attn.to_v", | |
| "transformer_blocks.37.ff.net.0.proj", | |
| "transformer_blocks.37.ff.net.2", | |
| "transformer_blocks.38.attn.to_k", | |
| "transformer_blocks.38.attn.to_out.0", | |
| "transformer_blocks.38.attn.to_q", | |
| "transformer_blocks.38.attn.to_v", | |
| "transformer_blocks.38.ff.net.0.proj", | |
| "transformer_blocks.38.ff.net.2", | |
| "transformer_blocks.39.attn.to_k", | |
| "transformer_blocks.39.attn.to_out.0", | |
| "transformer_blocks.39.attn.to_q", | |
| "transformer_blocks.39.attn.to_v", | |
| "transformer_blocks.39.ff.net.0.proj", | |
| "transformer_blocks.39.ff.net.2", | |
| "transformer_blocks.4.attn.to_k.down", | |
| "transformer_blocks.4.attn.to_k.up", | |
| "transformer_blocks.4.attn.to_out.0.down", | |
| "transformer_blocks.4.attn.to_out.0.up", | |
| "transformer_blocks.4.attn.to_q.down", | |
| "transformer_blocks.4.attn.to_q.up", | |
| "transformer_blocks.4.attn.to_v.down", | |
| "transformer_blocks.4.attn.to_v.up", | |
| "transformer_blocks.4.ff.net.0.proj.down", | |
| "transformer_blocks.4.ff.net.0.proj.up", | |
| "transformer_blocks.4.ff.net.2.down", | |
| "transformer_blocks.4.ff.net.2.up", | |
| "transformer_blocks.40.attn.to_k", | |
| "transformer_blocks.40.attn.to_out.0", | |
| "transformer_blocks.40.attn.to_q", | |
| "transformer_blocks.40.attn.to_v", | |
| "transformer_blocks.40.ff.net.0.proj", | |
| "transformer_blocks.40.ff.net.2", | |
| "transformer_blocks.41.attn.to_k", | |
| "transformer_blocks.41.attn.to_out.0", | |
| "transformer_blocks.41.attn.to_q", | |
| "transformer_blocks.41.attn.to_v", | |
| "transformer_blocks.41.ff.net.0.proj", | |
| "transformer_blocks.41.ff.net.2", | |
| "transformer_blocks.42.attn.to_k", | |
| "transformer_blocks.42.attn.to_out.0", | |
| "transformer_blocks.42.attn.to_q", | |
| "transformer_blocks.42.attn.to_v", | |
| "transformer_blocks.42.ff.net.0.proj", | |
| "transformer_blocks.42.ff.net.2", | |
| "transformer_blocks.43.attn.to_k", | |
| "transformer_blocks.43.attn.to_out.0", | |
| "transformer_blocks.43.attn.to_q", | |
| "transformer_blocks.43.attn.to_v", | |
| "transformer_blocks.43.ff.net.0.proj", | |
| "transformer_blocks.43.ff.net.2", | |
| "transformer_blocks.44.attn.to_k", | |
| "transformer_blocks.44.attn.to_out.0", | |
| "transformer_blocks.44.attn.to_q", | |
| "transformer_blocks.44.attn.to_v", | |
| "transformer_blocks.44.ff.net.0.proj", | |
| "transformer_blocks.44.ff.net.2", | |
| "transformer_blocks.45.attn.to_k", | |
| "transformer_blocks.45.attn.to_out.0", | |
| "transformer_blocks.45.attn.to_q", | |
| "transformer_blocks.45.attn.to_v", | |
| "transformer_blocks.45.ff.net.0.proj", | |
| "transformer_blocks.45.ff.net.2", | |
| "transformer_blocks.46.attn.to_k", | |
| "transformer_blocks.46.attn.to_out.0", | |
| "transformer_blocks.46.attn.to_q", | |
| "transformer_blocks.46.attn.to_v", | |
| "transformer_blocks.46.ff.net.0.proj", | |
| "transformer_blocks.46.ff.net.2", | |
| "transformer_blocks.47.attn.to_k", | |
| "transformer_blocks.47.attn.to_out.0", | |
| "transformer_blocks.47.attn.to_q", | |
| "transformer_blocks.47.attn.to_v", | |
| "transformer_blocks.47.ff.net.0.proj", | |
| "transformer_blocks.47.ff.net.2", | |
| "transformer_blocks.48.attn.to_k", | |
| "transformer_blocks.48.attn.to_out.0", | |
| "transformer_blocks.48.attn.to_q", | |
| "transformer_blocks.48.attn.to_v", | |
| "transformer_blocks.48.ff.net.0.proj", | |
| "transformer_blocks.48.ff.net.2", | |
| "transformer_blocks.49.attn.to_k", | |
| "transformer_blocks.49.attn.to_out.0", | |
| "transformer_blocks.49.attn.to_q", | |
| "transformer_blocks.49.attn.to_v", | |
| "transformer_blocks.49.ff.net.0.proj", | |
| "transformer_blocks.49.ff.net.2.down", | |
| "transformer_blocks.49.ff.net.2.up", | |
| "transformer_blocks.5.attn.to_k", | |
| "transformer_blocks.5.attn.to_out.0", | |
| "transformer_blocks.5.attn.to_q", | |
| "transformer_blocks.5.attn.to_v", | |
| "transformer_blocks.5.ff.net.0.proj", | |
| "transformer_blocks.5.ff.net.2", | |
| "transformer_blocks.7.attn.to_k.down", | |
| "transformer_blocks.7.attn.to_k.up", | |
| "transformer_blocks.7.attn.to_out.0.down", | |
| "transformer_blocks.7.attn.to_out.0.up", | |
| "transformer_blocks.7.attn.to_q.down", | |
| "transformer_blocks.7.attn.to_q.up", | |
| "transformer_blocks.7.attn.to_v.down", | |
| "transformer_blocks.7.attn.to_v.up", | |
| "transformer_blocks.7.ff.net.0.proj.down", | |
| "transformer_blocks.7.ff.net.0.proj.up", | |
| "transformer_blocks.7.ff.net.2.down", | |
| "transformer_blocks.7.ff.net.2.up", | |
| "transformer_blocks.8.attn.to_k.down", | |
| "transformer_blocks.8.attn.to_k.up", | |
| "transformer_blocks.8.attn.to_out.0.down", | |
| "transformer_blocks.8.attn.to_out.0.up", | |
| "transformer_blocks.8.attn.to_q.down", | |
| "transformer_blocks.8.attn.to_q.up", | |
| "transformer_blocks.8.attn.to_v.down", | |
| "transformer_blocks.8.attn.to_v.up", | |
| "transformer_blocks.8.ff.net.0.proj.down", | |
| "transformer_blocks.8.ff.net.0.proj.up", | |
| "transformer_blocks.8.ff.net.2.down", | |
| "transformer_blocks.8.ff.net.2.up", | |
| "transformer_blocks.9.attn.to_k.down", | |
| "transformer_blocks.9.attn.to_k.up", | |
| "transformer_blocks.9.attn.to_out.0.down", | |
| "transformer_blocks.9.attn.to_out.0.up", | |
| "transformer_blocks.9.attn.to_q.down", | |
| "transformer_blocks.9.attn.to_q.up", | |
| "transformer_blocks.9.attn.to_v.down", | |
| "transformer_blocks.9.attn.to_v.up", | |
| "transformer_blocks.9.ff.net.0.proj.down", | |
| "transformer_blocks.9.ff.net.0.proj.up", | |
| "transformer_blocks.9.ff.net.2.down", | |
| "transformer_blocks.9.ff.net.2.up" | |
| ] | |
| } | |
| } | |