VeriLoop-E2-GGUF / RELEASE_MANIFEST.json
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{
"schema": "veriloop.e2.gguf.release_manifest.v9",
"repository": "tsinghua-sigs-robot-lab/VeriLoop-E2-GGUF",
"model": {
"name": "VeriLoop E2",
"parent_model": "tsinghua-sigs-robot-lab/VeriLoop-E2",
"base_model": "Qwen3.8-27B",
"architecture": "Qwen3_5ForConditionalGeneration",
"parameter_class": "27B",
"native_context_tokens": 262144,
"license": "Apache-2.0"
},
"release_policy": {
"reference_precision": "BF16",
"quantization_reference": "VeriLoop-E2-BF16.gguf",
"quantization_methodology": "direct_from_BF16_no_low_bit_requantization",
"quality_method": "paired_BF16_vs_quant_fixed_protocol",
"parent_benchmark_rerun_per_quant": false,
"performance_claim_boundary": "PPL_KLD_and_token_drift_are_quantization_fidelity_metrics_not_universal_task_score_loss",
"q3_filename_semantics": "mixed_precision_tier_minimum_active_precision_Q3_K",
"q2_filename_semantics": "mixed_precision_tier_minimum_active_precision_IQ2_S",
"q1_filename_semantics": "mixed_precision_tier_minimum_active_precision_IQ1_M",
"internal_release_readiness": "PASS"
},
"recommended_variants": {
"overall_sweet_spot": "Q6_K",
"memory_quality_sweet_spot": "Q5_K_M",
"minimum_footprint_sweet_spot": "IQ1_M",
"lower_kld_low_footprint_alternative": "IQ2_S",
"adjacent_low_footprint_alternative": "Q3_K_M"
},
"quality_protocol": {
"name": "paired_BF16_vs_quant",
"corpus": "WikiText-2 raw test",
"context_tokens": 2048,
"chunks": 8,
"seed": 42,
"gpu_layers": 40,
"flash_attention": false,
"kv_cache_key": "F16",
"kv_cache_value": "F16",
"batch_size": 512,
"micro_batch_size": 512,
"evaluation_executable": "llama-perplexity",
"reference_logit_method": "--kl-divergence-base",
"quantized_comparison_method": "--kl-divergence",
"corpus_sha256": "173c87a53759e0201f33e0ccf978e510c2042d7f2cb78229d9a50d79b9e7dd08",
"bf16_logits_reused_across_quant_tiers": true,
"llama_cpp_revision": "42916d83f4a225e56709f873aa8050ac11f5b6a4"
},
"frozen_artifacts": {
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"tensor_count": 851,
"identity_gate": "PASS"
},
"VeriLoop-E2-Q8_0.gguf": {
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"bytes": 28595765600,
"binary_gib": 26.631882041692734,
"sha256": "6204a47274cfbc0c69c39877fb06615ce842bbab264eea77e2e0a5e3ae2fb8e8",
"effective_bpw": 8.5,
"identity_gate": "PASS"
},
"VeriLoop-E2-Q6_K.gguf": {
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"effective_bpw": 6.57,
"identity_gate": "PASS"
},
"VeriLoop-E2-Q5_K_M.gguf": {
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"effective_bpw": 6.05,
"identity_gate": "PASS"
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"VeriLoop-E2-Q3_K_M.gguf": {
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"binary_gib": 16.825745344161987,
"sha256": "c2e9539cfb85d87a99605b6914ed602c0fa750164c153ce5574710123aba06fe",
"effective_bpw": 5.37,
"identity_gate": "PASS"
},
"VeriLoop-E2-IQ2_S.gguf": {
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"bytes": 18037261056,
"decimal_gb": 18.037261056,
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"effective_bpw": 5.36,
"tensor_count": 851,
"tensor_type_counts": {
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"IQ2_S": 3,
"Q4_K": 64,
"Q5_K": 429,
"Q6_K": 2
},
"identity_gate": "PASS",
"quality_gate": "PASS",
"engineering_reserve_gate": "PASS",
"runtime_gate": "PASS",
"mtp_gate": "PASS"
},
"VeriLoop-E2-IQ1_M.gguf": {
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"decimal_gb": 18.028208896,
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"Q4_K": 64,
"Q5_K": 429,
"Q6_K": 2
},
"quantized_size_mib_reported_by_quantizer": 17182.55,
"quantization_time_seconds": 167.77645,
"end_to_end_quantization_seconds": 168.2609,
"identity_gate": "PASS",
"structure_gate": "PASS",
"quality_gate": "PASS",
"engineering_reserve_gate": "PASS",
"runtime_gate": "PASS",
"mtp_gate": "PASS",
"release_readiness_gate": "PASS"
}
},
"measured_tiers": {
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"effective_bpw": 5.84,
"quantitative_quality_gate": "PASS"
}
},
"quality_results": {
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"ppl_uncertainty": 0.119931
},
"Q8_0": {
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"ppl_uncertainty": 0.120062,
"ppl_ratio": 1.000643,
"ppl_ratio_uncertainty": 0.000754,
"mean_kld": 0.002176,
"mean_kld_uncertainty": 0.000668,
"same_top_p_percent": 98.815,
"same_top_p_uncertainty_percent": 0.12,
"rms_delta_p_percent": 1.251,
"log_ppl_correlation_percent": 99.95,
"quantitative_quality_gate": "PASS"
},
"Q6_K": {
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"ppl_uncertainty": 0.119694,
"ppl_ratio": 0.999605,
"ppl_ratio_uncertainty": 0.001222,
"mean_kld": 0.004409,
"mean_kld_uncertainty": 0.000953,
"same_top_p_percent": 98.204,
"same_top_p_uncertainty_percent": 0.147,
"rms_delta_p_percent": 1.929,
"log_ppl_correlation_percent": 99.88,
"quantitative_quality_gate": "PASS"
},
"Q5_K_M": {
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"ppl_uncertainty": 0.12063,
"ppl_ratio": 1.00445,
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"mean_kld": 0.006919,
"mean_kld_uncertainty": 0.000945,
"same_top_p_percent": 97.251,
"same_top_p_uncertainty_percent": 0.181,
"rms_delta_p_percent": 2.49,
"log_ppl_correlation_percent": 99.85,
"quantitative_quality_gate": "PASS"
},
"Q4_K_M": {
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"ppl_uncertainty": 0.12072,
"ppl_ratio": 1.004821,
"ppl_ratio_uncertainty": 0.001722,
"mean_kld": 0.0097,
"mean_kld_uncertainty": 0.00111,
"same_top_p_percent": 96.786,
"same_top_p_uncertainty_percent": 0.195,
"rms_delta_p_percent": 2.843,
"log_ppl_correlation_percent": 99.76,
"quantitative_quality_gate": "PASS"
},
"Q3_K_M": {
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"ppl_uncertainty": 0.120606,
"ppl_ratio": 1.00409,
"ppl_ratio_uncertainty": 0.002181,
"mean_kld": 0.014349,
"mean_kld_uncertainty": 0.001985,
"same_top_p_percent": 95.919,
"same_top_p_uncertainty_percent": 0.219,
"rms_delta_p_percent": 3.515,
"log_ppl_correlation_percent": 99.62,
"quantitative_quality_gate": "PASS"
},
"IQ2_S": {
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"ppl_uncertainty": 0.120482,
"ppl_ratio": 1.003457,
"ppl_ratio_uncertainty": 0.0021,
"mean_kld": 0.014023,
"mean_kld_uncertainty": 0.001408,
"same_top_p_percent": 95.516,
"same_top_p_uncertainty_percent": 0.229,
"rms_delta_p_percent": 3.679,
"log_ppl_correlation_percent": 99.64,
"quantitative_quality_gate": "PASS",
"engineering_reserve_gate": "PASS"
},
"IQ1_M": {
"mean_ppl": 4.85587,
"ppl_uncertainty": 0.12048,
"absolute_ppl_delta": 0.015446,
"absolute_ppl_delta_uncertainty": 0.010522,
"ppl_ratio": 1.003191,
"ppl_ratio_uncertainty": 0.002175,
"mean_kld": 0.014357,
"mean_kld_uncertainty": 0.001317,
"median_kld": 0.003778,
"kld_p90": 0.02409,
"kld_p95": 0.043233,
"kld_p99": 0.161452,
"kld_p999": 0.697101,
"max_kld": 6.935023,
"mean_delta_p_percent": -0.042,
"mean_delta_p_uncertainty_percent": 0.041,
"rms_delta_p_percent": 3.691,
"rms_delta_p_uncertainty_percent": 0.205,
"same_top_p_percent": 95.87,
"same_top_p_uncertainty_percent": 0.22,
"log_ppl_correlation_percent": 99.62,
"size_reduction_vs_bf16_percent": 66.49547698640603,
"size_reduction_vs_iq2_s_percent": 0.05018589004115371,
"size_reduction_vs_q3_k_m_percent": 0.21198121512025167,
"quantitative_quality_gate": "PASS",
"engineering_reserve_gate": "PASS"
}
},
"runtime_validation": {
"IQ2_S": {
"stock_llama_cpp_only": true,
"llama_cpp_revision": "42916d83f4a225e56709f873aa8050ac11f5b6a4",
"main_runtime": "PASS",
"mtp_runtime": "PASS",
"mtp_engagement": "PASS",
"draft_tokens_generated": 331,
"draft_tokens_accepted": 116,
"draft_acceptance_rate": 0.35045
},
"IQ1_M": {
"stock_llama_cpp_only": true,
"llama_cpp_revision": "42916d83f4a225e56709f873aa8050ac11f5b6a4",
"main_http_status": 200,
"main_runtime": "PASS",
"mtp_http_status": 200,
"mtp_runtime": "PASS",
"mtp_engagement": "PASS",
"draft_tokens_generated": 104,
"draft_tokens_accepted": 76,
"draft_acceptance_rate": 0.73076923,
"acceptance_rate_consistency_gate": "PASS",
"output_identity_audit": "IDENTICAL",
"runtime_mtp_gate": "PASS"
}
},
"release_validation": {
"IQ1_M": {
"identity_gate": "PASS",
"structure_gate": "PASS",
"hard_quality_gate": "PASS",
"engineering_reserve_gate": "PASS",
"stock_runtime_gate": "PASS",
"mtp_runtime_gate": "PASS",
"mtp_engagement_gate": "PASS",
"release_readiness_gate": "PASS"
}
},
"throughput_claims": {
"paired_bf16_speedup_claimed": false,
"note": "MTP acceptance is prompt-dependent; no universal throughput speedup is claimed without a frozen paired throughput protocol."
}
}