Download gpu-pipelined/clef_flash_head_bucket_fp16w32/metadata.json from mlboydaisuke/clef-flash-CoreAI: direct link, hf CLI and curl.
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https://huggingface.co/mlboydaisuke/clef-flash-CoreAI/resolve/220ac149ed1136465f7d9dac93aaf0dfc55d6b73/gpu-pipelined/clef_flash_head_bucket_fp16w32/metadata.json
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hf download hf://mlboydaisuke/clef-flash-CoreAI@220ac149ed1136465f7d9dac93aaf0dfc55d6b73/gpu-pipelined/clef_flash_head_bucket_fp16w32/metadata.json
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curl -L -o metadata.json https://huggingface.co/mlboydaisuke/clef-flash-CoreAI/resolve/220ac149ed1136465f7d9dac93aaf0dfc55d6b73/gpu-pipelined/clef_flash_head_bucket_fp16w32/metadata.json
3.1 kB
| { | |
| "metadata_version": "0.2", | |
| "kind": "decision-head", | |
| "name": "clef_flash_head_bucket_fp16w32", | |
| "assets": { | |
| "main": "clef_flash_head_bucket_fp16w32.aimodel" | |
| }, | |
| "head": { | |
| "graph": "conversion/clef_flash/clef_head.py ClefHeadGraph: the author's JointSchemaHead for one record, tensor inputs only", | |
| "shape": "bucket", | |
| "functions": [ | |
| "t512", | |
| "t1024", | |
| "t2048", | |
| "t4096" | |
| ], | |
| "buckets": [ | |
| [ | |
| "t512", | |
| 512 | |
| ], | |
| [ | |
| "t1024", | |
| 1024 | |
| ], | |
| [ | |
| "t2048", | |
| 2048 | |
| ], | |
| [ | |
| "t4096", | |
| 4096 | |
| ] | |
| ], | |
| "dims": null, | |
| "host_pad": "bucket", | |
| "host_pad_rule": "T to the smallest bucket >= T (512, 1024, 2048, 4096), Q to 16, O to 128; padding rows / columns zero, their valid flags 0", | |
| "inputs": { | |
| "hidden": "[T, 4096] f32", | |
| "key_valid": "[T] f32", | |
| "q_avg": "[Q, T] f32", | |
| "o_avg": "[O, T] f32", | |
| "g_avg": "[1, T] f32", | |
| "lexical": "[O, 4096] f32", | |
| "member": "[Q, O] f32", | |
| "type_ids": "[Q] i32", | |
| "q_valid": "[Q] f32", | |
| "o_valid": "[O] f32" | |
| }, | |
| "input_order": [ | |
| "hidden", | |
| "key_valid", | |
| "q_avg", | |
| "o_avg", | |
| "g_avg", | |
| "lexical", | |
| "member", | |
| "type_ids", | |
| "q_valid", | |
| "o_valid" | |
| ], | |
| "outputs": { | |
| "logits": "[O] f32; padding options 0" | |
| }, | |
| "weights": "fp16w32", | |
| "softmax": "host: per question, fp32, over that question's options", | |
| "lexical": "host: lm_head_fp16.bin rows of each option span's ids, averaged (clef_head.lexical_rows)", | |
| "source": { | |
| "hf_id": "Cloudflare/clef-flash", | |
| "revision": "17f0b0ad64efb65d273590632833508766b2aae6", | |
| "joint_schema_model_sha256": "0e304cf7c6500e8bb59bef7e2afd2c6373f82596dfb3b57d1aa93c175e2dc3a3", | |
| "joint_head_safetensors_sha256": "19cdcec8c81dc9212be320fff47462ab342fbc1278be4368fb3da71241cf5ba0", | |
| "joint_head_config_sha256": "77efe959a38b5b17b241543e129e695f3c77465ece55a25985279bd8176279a0" | |
| } | |
| }, | |
| "export": { | |
| "aimodel_bytes": 243979102, | |
| "main_mlirb": { | |
| "bytes": 243978965, | |
| "sha256": "51e512ad1e4d3bcfdc7af43c1100124bd94d539de01f09651afc9b98486856fe" | |
| }, | |
| "seconds": { | |
| "build": 0.19440945898531936, | |
| "export": 10.82508116599638, | |
| "optimize": 0.031602208997355774, | |
| "save": 0.2501100410008803, | |
| "total": 11.301202874979936 | |
| }, | |
| "export_attempts": [ | |
| { | |
| "externalize": "default externalize specs", | |
| "ok": true, | |
| "seconds": 9.44808970799204 | |
| } | |
| ] | |
| }, | |
| "aot": { | |
| "note": "compiled for the gates with: xcrun coreai-build compile <this .aimodel> --output <dir> --platform macOS --preferred-compute gpu --architecture h16c (not shipped; the Swift host specializes the .aimodel)", | |
| "flags": [ | |
| "--platform", | |
| "macOS", | |
| "--preferred-compute", | |
| "gpu", | |
| "--architecture", | |
| "h16c" | |
| ], | |
| "seconds": 0.5527557500172406 | |
| }, | |
| "compilation": { | |
| "date": "2026-10-03T13:53:31+09:00", | |
| "targets": [ | |
| "h16c" | |
| ] | |
| } | |
| } | |