AX-Qwen3.6-27B-MLX-AXQ-6bit / axquant_manifest.json
AutomatosX's picture
Bind checkpoint Tier 1 certification for no-MTP sibling pack
66a3ad4 verified
Raw
History Blame Contribute Delete
8.84 kB
{
"axquant_version": "1.5.1",
"calibration": {
"backend": "axquant-mlx-isolated-probe-v4",
"dataset_id": "calibration-agent-coding-v1.jsonl",
"dataset_sha256": "1eb549ff8fc2565559fbea37ef82b08629b5dc12f7bace69af579e35fc62226f",
"domains": [
"coding",
"json",
"long-context",
"multilingual",
"tool"
],
"metadata": {
"base_inventory_sha256": "ba2a8442c989f86d336e31a74f784bbd714884d1a52b129fac416ba19354711e",
"base_probe_backend": "axquant-mlx-isolated-probe-v3",
"base_sensitivity_sha256": "58f2b52dba9f0585d14c7d230307aafeabe597e03de8e48663ed959733459d9e",
"cache_key_sha256": "ca8b598b0cb0cdcf967f84e29693365afb88d6bf596cbe9f9aa82857fb5b9cf3",
"calibration_manifest_sha256": "0f3d203c48ebea236f8e93a2773d0714585065f89478583aa91c66525f7e1895",
"calibration_random_seed": 20260728,
"candidate_methods": "dwq",
"capture_points": "output,hidden",
"domain_provenance": "sample-records",
"long_context_min_tokens": 1024,
"measured_tokens_per_candidate": 8192,
"metric_positions_per_sample": 8,
"module_group_probing": false,
"normalization": "quality means over fixed token positions; memory and prefill latency are candidate/reference ratios after warmup; method refinements with identical bit/group/packing reuse the base affine hardware-cost control",
"packed_replay_sequences": 4,
"packing": "ordered token concatenation bounded by cache sequence length",
"refinement_probe_backend": "axquant-mlx-isolated-probe-v4",
"replay_batch_size": 1,
"replay_batches": 4,
"sample_order_sha256": "8bfc97c9573a6e24a1234dcb23e8412b4cc1c60c87db5e3c1f8d39997d44a90e",
"target_tensor_count": 8,
"token_budget_per_candidate": 8192,
"tokenizer_sha256": "b2abe9b8739ed57acd7086c493006e91889d6311b2a02bbb2f613292b4827768",
"warmup_replays": 1
},
"reference": "measured-forward-probe-refinement",
"samples": 144,
"sequence_length": 2048
},
"created_at": "2026-08-08T01:50:51.714195Z",
"effective_bpw": 5.717093964011515,
"files": [
{
"path": "README.md",
"sha256": "66b6dfd71c1f51d1a6005659ab533160ee16855fafe5ab02a0334ac2de3d035b",
"size_bytes": 8514
},
{
"path": "axquant_plan.json",
"sha256": "08a9b19828959210b65670dde4c90d58280f5913ae7106a5befa252b189d70b4",
"size_bytes": 1191514
},
{
"path": "axquant_quantizer_execution.json",
"sha256": "195331d408615737c0c2322effa099ce0d534f95875a35c052370270460de28a",
"size_bytes": 127774
},
{
"path": "axquant_runtime.json",
"sha256": "37d261d9fe950fcd4a4511304475f606893d30c2f4dca11009dbca5d8010b4bb",
"size_bytes": 1676
},
{
"path": "axquant_vision_sidecar_manifest.json",
"sha256": "2e9be8e2ae2f3e0c6ca7c9d2c376f490b1421149b21a72e3eadf51afdfa2a720",
"size_bytes": 1065
},
{
"path": "calibration_manifest.json",
"sha256": "89496ffd28d1c782c3ded857cdb195c0336a21645cc33fef1c9586dab793fb0a",
"size_bytes": 703
},
{
"path": "chat_template.jinja",
"sha256": "e84f32a23fdda27689f868aa4a1a5621f41133e51a48d7f3efcbea2839574259",
"size_bytes": 7764
},
{
"path": "config.json",
"sha256": "bb0a3c385852ec6366d704f9424f5e3d011fc0d253ea86dbd7cfc37cb396084c",
"size_bytes": 129341
},
{
"path": "generation_config.json",
"sha256": "e70c136c1b78ddc1fb0905bac8e733a4dc448d4f852a5dd75143fffc70be550e",
"size_bytes": 202
},
{
"path": "model-00001-of-00004.safetensors",
"sha256": "64495f79b5d6411c9d2956e261aff4995462152510ed1ee476f4dc6000886d10",
"size_bytes": 5344738984
},
{
"path": "model-00002-of-00004.safetensors",
"sha256": "40a4d3d9e18a3e88144534f515b1aa362042d637ed6550bc706233c5612976b7",
"size_bytes": 5328093538
},
{
"path": "model-00003-of-00004.safetensors",
"sha256": "dfa8e730718a1818633c9b60fd294c31db5bd1d749cb75f89d2a4f746faf6437",
"size_bytes": 5326527020
},
{
"path": "model-00004-of-00004.safetensors",
"sha256": "96a459e4da05ba4943d6b7e9f67e860482b06d514cf46b6cda55c57193a22d80",
"size_bytes": 2932772395
},
{
"path": "model-manifest.json",
"sha256": "c3e0c4b733b831569033260f879da482fbaea28d924d9b51836a5acc715b020d",
"size_bytes": 432810
},
{
"path": "model.safetensors.index.json",
"sha256": "a17a68c25b829b45f3f0d54510f7a549116a7ad77966225853407c8aecbb5fb5",
"size_bytes": 187511
},
{
"path": "mtplx_runtime.json",
"sha256": "119b930ed4b470a08008aa2a51b4a83162907a85b8455f559cffa03e33236ed6",
"size_bytes": 108
},
{
"path": "tokenizer.json",
"sha256": "06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523",
"size_bytes": 19989325
},
{
"path": "tokenizer_config.json",
"sha256": "95c557768e6b88a7128befc7bfd3c7de50e5d51af9b8b33a9f4dee0e04f99679",
"size_bytes": 1161
},
{
"path": "vision.safetensors",
"sha256": "32396b51006e25e7aea94d287b5d81d4044fa910a40aa558db55a9f273895c00",
"size_bytes": 921497320
}
],
"format": "mlx",
"logical_parameters": 27781427952,
"main_logical_parameters": 27356728560,
"main_weight_file_size_bytes": 19853629257,
"measured_main_bpw": 5.805848959887475,
"measured_total_bpw": 5.717093964011515,
"mtp_acceptance_retention": null,
"mtp_distribution": {},
"mtp_measured_speedup": null,
"mtp_policy": {
"candidate_bits": [
8,
16
],
"min_bits": 8,
"mode": "disabled",
"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": "ef27ce452b6ac5c0194ce3b68aa3042f0626a652bf13cfb431f7a7608549d2a2",
"profile": "agent-coding",
"protected_weight_file_size_bytes": 921497320,
"quantizer": "axquant",
"runtime": {
"ax_engine": {
"decode_kernel": null,
"fused_mtp": null,
"kernel_evidence": "unmeasured",
"model_manifest": "model-manifest.json",
"preferred_group_size": 64
},
"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": "2026-08-08T01:50:44.677562Z",
"kv_cache": null,
"memory_policy": {
"kv_cache_precision": "runtime-default",
"mtp_buffers": "preallocate-when-enabled",
"prefix_cache": "runtime-managed",
"unified_memory_safety_margin": "benchmark-required"
},
"mtp": {
"acceptance_retention": null,
"detected": true,
"draft_tokens": 1,
"enabled_by_default": true,
"head_precision": null,
"measured_speedup": null,
"optimized": false,
"recommended_temperature_max": null,
"sidecar_file": "mtp.safetensors",
"verification_mode": "runtime-default"
},
"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": "6.13.5",
"axquant": "1.5.1",
"mlx": "0.32.0",
"mlx_lm": "0.31.3",
"pydantic": "2.13.4",
"python": "3.13.14",
"safetensors": "0.8.0"
},
"source_model": {
"architecture": "Qwen3_5ForConditionalGeneration",
"format": "mlx",
"local_path": null,
"model_id": "Qwen/Qwen3.6-27B",
"revision": "6a9e13bd6fc8f0983b9b99948120bc37f49c13e9"
},
"target_class": "6bit",
"weight_distribution": {
"4bit": {
"fraction": 0.7479194646113991,
"parameters": 20778270720
},
"6bit": {
"fraction": 0.11515979976002927,
"parameters": 3199303680
},
"8bit": {
"fraction": 0.045773174877731714,
"parameters": 1271644160
},
"bf16": {
"fraction": 0.09114756075083984,
"parameters": 2532209392
}
},
"weight_file_size_bytes": 19853629257
}