Qwen3.8-27B-MLX-5bit-Group32 / quality_report.json
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{
"schema_version": 1,
"comparison_type": "cross-runtime output agreement against pinned BF16 source",
"passed": true,
"source_revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0",
"embedding_model": {
"repo_id": "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2",
"revision": "e8f8c211226b894fcb81acc59f3b34ba3efd5f42",
"pooling": "attention-mask mean pooling followed by L2 normalization",
"maximum_tokens": 256
},
"thresholds": {
"mean_semantic_similarity": 0.55,
"per_case_severe_regression": 0.25
},
"baseline_valid": true,
"candidate_functional": true,
"semantic_gate_passed": true,
"validation_inputs_match": true,
"validation_inputs": {
"prompts_sha256": "136a918e5fee962f2b52f8e520a0275fd5ec5569181e0f5fdf4910ee3c34d528",
"tools_sha256": "86ae46ebdbb0324c9672eec87e6b7f7683b0eb9c8c7169dcabdf646cf9bab122",
"image_sha256": "0b1ae6badbe19a6049305c36d165a34cdf36df00033842e265339b2b7f057295"
},
"mean_semantic_similarity": 0.9774516999721528,
"exact_matches": 6,
"comparisons": [
{
"id": "fact",
"reference_passed": true,
"candidate_passed": true,
"exact_match": true,
"sequence_agreement": 1.0,
"semantic_similarity": 1.0,
"severe_regression": false,
"candidate_loop_score": 0.0
},
{
"id": "math",
"reference_passed": true,
"candidate_passed": true,
"exact_match": false,
"sequence_agreement": 0.5480093676814989,
"semantic_similarity": 0.9332988262176514,
"severe_regression": false,
"candidate_loop_score": 0.0
},
{
"id": "code",
"reference_passed": true,
"candidate_passed": true,
"exact_match": false,
"sequence_agreement": 0.32563025210084034,
"semantic_similarity": 0.9706727266311646,
"severe_regression": false,
"candidate_loop_score": 0.0
},
{
"id": "multiturn",
"reference_passed": true,
"candidate_passed": true,
"exact_match": true,
"sequence_agreement": 1.0,
"semantic_similarity": 1.0,
"severe_regression": false,
"candidate_loop_score": 0.0
},
{
"id": "thinking_off",
"reference_passed": true,
"candidate_passed": true,
"exact_match": false,
"sequence_agreement": 0.9695290858725761,
"semantic_similarity": 0.9862716794013977,
"severe_regression": false,
"candidate_loop_score": 0.0
},
{
"id": "reasoning_low",
"reference_passed": true,
"candidate_passed": true,
"exact_match": true,
"sequence_agreement": 1.0,
"semantic_similarity": 1.0,
"severe_regression": false,
"candidate_loop_score": 0.0
},
{
"id": "reasoning_high",
"reference_passed": true,
"candidate_passed": true,
"exact_match": true,
"sequence_agreement": 1.0,
"semantic_similarity": 1.0,
"severe_regression": false,
"candidate_loop_score": 0.0
},
{
"id": "long_form",
"reference_passed": true,
"candidate_passed": true,
"exact_match": false,
"sequence_agreement": 0.17132798748288675,
"semantic_similarity": 0.8842736482620239,
"severe_regression": false,
"candidate_loop_score": 0.0
},
{
"id": "non_english",
"reference_passed": true,
"candidate_passed": true,
"exact_match": true,
"sequence_agreement": 1.0,
"semantic_similarity": 1.0000001192092896,
"severe_regression": false,
"candidate_loop_score": 0.0
},
{
"id": "json",
"reference_passed": true,
"candidate_passed": true,
"exact_match": true,
"sequence_agreement": 1.0,
"semantic_similarity": 1.0,
"severe_regression": false,
"candidate_loop_score": 0.0
}
],
"functional_results": {
"reference_text": {
"passed": 10,
"total": 10
},
"candidate_text": {
"passed": 10,
"total": 10
},
"reference_tools": {
"passed": 5,
"total": 5
},
"candidate_tools": {
"passed": 5,
"total": 5
},
"reference_vision": {
"passed": 3,
"total": 3
},
"candidate_vision": {
"passed": 3,
"total": 3
}
},
"measurements": {
"average_generation_tps": 12.568759032272249,
"peak_memory_gb": 23.639191525,
"artifact_bytes": 21989153029,
"maximum_prompt_tokens_tested": 73,
"loop_rate": 0.0
},
"warnings": [
"Semantic similarity is a measured embedding-model proxy, not ground-truth accuracy.",
"Raw-logit equality is unavailable across all target runtimes; exact functional gates and output agreement are used for portable release validation.",
"Sequence agreement is lexical and is reported diagnostically, not used as semantic accuracy."
]
}