| { |
| "axquant_version": "1.0.0", |
| "calibration": null, |
| "created_at": "2026-08-02T18:28:14.847095Z", |
| "effective_bpw": 7.379967222761561, |
| "files": [ |
| { |
| "path": "README.md", |
| "sha256": "223a9bd9a8922e7700cb3ae7e8710836106744cdc7650c8acef38f2381b4e966", |
| "size_bytes": 7340 |
| }, |
| { |
| "path": "axquant_plan.json", |
| "sha256": "23e80e5d2d54a09be0360f87303e1aed3aded6f79fc629e746f6aff5c99808a1", |
| "size_bytes": 203417 |
| }, |
| { |
| "path": "axquant_quantizer_execution.json", |
| "sha256": "3429b9c73510d99880237a90ed3e88c5e10faa08d6f2b265e94e14cde9384ed6", |
| "size_bytes": 41265 |
| }, |
| { |
| "path": "axquant_runtime.json", |
| "sha256": "44f98fdd9f254275dbf0ae2b5d6a83cc97fc96958fb5983633782c3427da7401", |
| "size_bytes": 1643 |
| }, |
| { |
| "path": "chat_template.jinja", |
| "sha256": "7451a05cf1e28a79d97d7c0bc951028c0b1915119bf9046acd06a0e3d931f47c", |
| "size_bytes": 9062 |
| }, |
| { |
| "path": "config.json", |
| "sha256": "e3debd12d4d8eceeaa4ac74aae8930b86ec1b7c61f52264a36dd045f208edd89", |
| "size_bytes": 47172 |
| }, |
| { |
| "path": "generation_config.json", |
| "sha256": "92afd6424501426eddcf7e1542f013d19e5987544977b4ee7bd26359bd5fd2ab", |
| "size_bytes": 213 |
| }, |
| { |
| "path": "model-manifest.json", |
| "sha256": "7e51ebe6c2ce5c2276105322a5026eb653542f7b3b7da30aab221bd8b43c0b01", |
| "size_bytes": 86992 |
| }, |
| { |
| "path": "model.safetensors", |
| "sha256": "548256a68c54ccdacc31faa581d2929f7233a2ac50f22074a40b98c2f05654fb", |
| "size_bytes": 996941625 |
| }, |
| { |
| "path": "model.safetensors.index.json", |
| "sha256": "c147a4dff82e95025c8885867a36a676f0a74e6dfc82150f084f07fffc2972be", |
| "size_bytes": 39286 |
| }, |
| { |
| "path": "tokenizer.json", |
| "sha256": "3e065a558a034185fe299917b398685c1facd0169a9eea1e629eb30c171fed81", |
| "size_bytes": 9894271 |
| }, |
| { |
| "path": "tokenizer_config.json", |
| "sha256": "b99b837295c979cc956b9e018fe710123a5547df9d4143894ba7b95a7f08c42b", |
| "size_bytes": 460 |
| } |
| ], |
| "format": "mlx", |
| "logical_parameters": 1080632832, |
| "main_logical_parameters": 1080632832, |
| "main_weight_file_size_bytes": 996941625, |
| "measured_main_bpw": 7.380428174886324, |
| "measured_total_bpw": 7.380428174886324, |
| "mtp_acceptance_retention": null, |
| "mtp_distribution": {}, |
| "mtp_measured_speedup": null, |
| "mtp_policy": { |
| "candidate_bits": [ |
| 8, |
| 16 |
| ], |
| "min_bits": 8, |
| "mode": "protected", |
| "optimize_for_acceptance": true, |
| "preserve_external_sidecar": true, |
| "protect_norms": true, |
| "protect_output_head": true |
| }, |
| "mtp_present": false, |
| "mtp_weight_file_size_bytes": 0, |
| "plan_sha256": "14792f75cdcd65eacae9bc6493b1baf59ebb0358d05e774bd99ac12dca72ad87", |
| "profile": "general", |
| "protected_weight_file_size_bytes": 0, |
| "quantizer": "axquant", |
| "runtime": { |
| "ax_engine": { |
| "decode_kernel": null, |
| "fused_mtp": null, |
| "kernel_evidence": "unmeasured", |
| "model_manifest": "model-manifest.json", |
| "preferred_group_size": 32 |
| }, |
| "compatible_runtimes": [ |
| { |
| "compatibility_level": "B", |
| "manifest": "config.json", |
| "mtp_support": "runtime-dependent", |
| "name": "mlx-lm", |
| "notes": [ |
| "Standard backbone inference is the compatibility target.", |
| "AXQuant MTP metadata may be ignored by MLX-LM." |
| ], |
| "standard_inference": true, |
| "standard_mlx_weights": true, |
| "support_level": "standard-inference" |
| } |
| ], |
| "created_at": "2026-08-02T18:28:14.372317Z", |
| "kv_cache": null, |
| "memory_policy": { |
| "kv_cache_precision": "runtime-default", |
| "mtp_buffers": "not-required", |
| "prefix_cache": "runtime-managed", |
| "unified_memory_safety_margin": "benchmark-required" |
| }, |
| "mtp": { |
| "acceptance_retention": null, |
| "detected": false, |
| "draft_tokens": null, |
| "enabled_by_default": false, |
| "head_precision": null, |
| "measured_speedup": null, |
| "optimized": false, |
| "recommended_temperature_max": null, |
| "sidecar_file": null, |
| "verification_mode": null |
| }, |
| "optimization_scope": "text-path", |
| "primary_runtime": { |
| "compatibility_level": "A", |
| "manifest": "model-manifest.json", |
| "mtp_support": "native", |
| "name": "ax-engine", |
| "notes": [ |
| "Runtime claims require a passing AX Engine doctor and benchmark report." |
| ], |
| "standard_inference": true, |
| "standard_mlx_weights": true, |
| "support_level": "optimized" |
| }, |
| "schema_version": "axquant.runtime.v1" |
| }, |
| "schema_version": "axquant.artifact.v2", |
| "software_versions": { |
| "ax_engine": null, |
| "axquant": "1.0.0", |
| "mlx": "0.32.0", |
| "mlx_lm": "0.31.3", |
| "pydantic": "2.13.4", |
| "python": "3.13.14", |
| "safetensors": "0.8.0" |
| }, |
| "source_model": { |
| "architecture": "LlamaForCausalLM", |
| "format": "mlx", |
| "local_path": null, |
| "model_id": "openbmb/MiniCPM5-1B", |
| "revision": null |
| }, |
| "target_class": "4bit", |
| "weight_distribution": { |
| "4bit": { |
| "fraction": 0.6287771645272388, |
| "parameters": 679477248 |
| }, |
| "8bit": { |
| "fraction": 0.18557659369727533, |
| "parameters": 200540160 |
| }, |
| "bf16": { |
| "fraction": 0.18564624177548586, |
| "parameters": 200615424 |
| } |
| }, |
| "weight_file_size_bytes": 996941625 |
| } |
|
|
