Download export_metadata.json from FlyinGodzilla/AMOR-GatedDeltaNet-180M: direct link, hf CLI and curl.
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hf download hf://FlyinGodzilla/AMOR-GatedDeltaNet-180M/export_metadata.json
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curl -L -o export_metadata.json https://huggingface.co/FlyinGodzilla/AMOR-GatedDeltaNet-180M/resolve/main/export_metadata.json
4 kB
| { | |
| "repo_id": "FlyinGodzilla/AMOR-GatedDeltaNet-180M", | |
| "source_filename": "amor_gdn_180m_step_0007503.pt", | |
| "source_sha256": "1e4f788e30601be79ec790a9c896f2a9f455e0fd6fa17d97c646f49ae4eb4f6c", | |
| "step": 7503, | |
| "tokens_seen": 3687948288, | |
| "n_params": 181967832, | |
| "tensor_dtypes": { | |
| "torch.float32": 242 | |
| }, | |
| "gate_buffers": { | |
| "0": { | |
| "running_threshold": 0.7796082496643066, | |
| "running_std": 0.08262228220701218 | |
| }, | |
| "1": { | |
| "running_threshold": 0.6976275444030762, | |
| "running_std": 0.12285983562469482 | |
| }, | |
| "2": { | |
| "running_threshold": 0.7400334477424622, | |
| "running_std": 0.10102786123752594 | |
| } | |
| }, | |
| "optimizer_included": false, | |
| "precision_changed": false, | |
| "validation": { | |
| "exported_tensors_equal": true, | |
| "strict_model_load": true, | |
| "generation": true, | |
| "cuda": { | |
| "versions": { | |
| "torch": "2.6.0+cu124", | |
| "transformers": "5.0.0", | |
| "mamba-ssm": "2.3.0", | |
| "causal-conv1d": "1.6.0", | |
| "flash-linear-attention": "0.4.2", | |
| "triton": "3.2.0", | |
| "safetensors": "0.7.0" | |
| }, | |
| "tokenizer_revision": "5590cc63198b0f111f4289daf006da0a12044173", | |
| "strict_model_load": true, | |
| "generation": true, | |
| "device": "NVIDIA H100 NVL", | |
| "torch": "2.6.0+cu124", | |
| "autocast": "bfloat16", | |
| "prefill_max_abs_diff": 0.0, | |
| "decode_max_abs_diff": 0.0625, | |
| "generated_token_ids": [ | |
| 264, | |
| 1949, | |
| 11, | |
| 1825, | |
| 2592, | |
| 11, | |
| 1825, | |
| 2592 | |
| ], | |
| "published_cli_passed": true, | |
| "test_scope": "Short CUDA smoke test; not a benchmark rerun", | |
| "comparison_tolerance": { | |
| "rtol": 0.02, | |
| "atol": 0.1 | |
| } | |
| }, | |
| "router_release": { | |
| "exact_router_export": true, | |
| "base_model_association": true, | |
| "default_forward_max_abs_diff": 0.0, | |
| "modes": [ | |
| { | |
| "router": false, | |
| "cases": [ | |
| { | |
| "batch": 1, | |
| "length": 16, | |
| "prefill_max_abs_diff": 0.0, | |
| "decode_max_abs_diff": 0.0625 | |
| }, | |
| { | |
| "batch": 1, | |
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| "decode_max_abs_diff": 0.0625 | |
| }, | |
| { | |
| "batch": 2, | |
| "length": 64, | |
| "prefill_max_abs_diff": 0.0625 | |
| } | |
| ], | |
| "canonical_router_exact": null | |
| }, | |
| { | |
| "router": true, | |
| "cases": [ | |
| { | |
| "batch": 1, | |
| "length": 16, | |
| "prefill_max_abs_diff": 0.0, | |
| "decode_max_abs_diff": 0.0625 | |
| }, | |
| { | |
| "batch": 1, | |
| "length": 128, | |
| "prefill_max_abs_diff": 0.0, | |
| "decode_max_abs_diff": 0.0625 | |
| }, | |
| { | |
| "batch": 2, | |
| "length": 64, | |
| "prefill_max_abs_diff": 0.0 | |
| } | |
| ], | |
| "canonical_router_exact": true | |
| } | |
| ], | |
| "frozen_thresholds_preserved": true, | |
| "training_router_rejected": true, | |
| "gpu": "NVIDIA H100 NVL", | |
| "torch": "2.6.0+cu124", | |
| "generation_cli_modes_passed": [ | |
| "entropy", | |
| "router" | |
| ] | |
| }, | |
| "current_release": { | |
| "strict_model_load": true, | |
| "entropy_and_router_generation_passed": true, | |
| "unit_tests_passed": 17, | |
| "device": "NVIDIA H100 NVL" | |
| } | |
| }, | |
| "implementation": "AMOR shared release: native entropy gate and optional fitted inference router", | |
| "router": { | |
| "variant": "distill", | |
| "hidden_dim": 512, | |
| "activation": "silu", | |
| "weights": "router.safetensors", | |
| "config": "router_config.json", | |
| "sha256": "1f5080416aab1f4fda1dd8020a101c671c7812165f81082276e644f5e364d1c1", | |
| "base_weight_sha256": "d50fec918303eb86175795fd4efc7d4d9b27cb11ed77dc7c80d901bd75d57f2f", | |
| "precision": "float32", | |
| "inference_only": true | |
| } | |
| } | |