| { |
| "title": "gemma-4-31B-it-qat-q4_0-unquantized quantization analysis", |
| "subtitle": "Mean KL divergence against on-disk size", |
| "routed": false, |
| "quants": [ |
| { |
| "id": "google/gemma-4-31B-it-qat-w4a16-ct", |
| "creator": "google", |
| "type": "int4_g32_sym", |
| "disk_size_gib": 21.668, |
| "size_source": null, |
| "mean_kld": 0.2740486279993667, |
| "qxq_mean_kld": 0.2740486279993667, |
| "bxq_mean_kld": null, |
| "routing_intervention_delta": null, |
| "routing_flip_rate": null, |
| "exact_repeat": false, |
| "bxq_omission_reason": "dense reference (QxQ only)" |
| }, |
| { |
| "id": "cyankiwi/gemma-4-31B-it-qat-AWQ-INT4", |
| "creator": "cyankiwi", |
| "type": "int4_g32_asym", |
| "disk_size_gib": 19.469, |
| "size_source": null, |
| "mean_kld": 0.22346921400528874, |
| "qxq_mean_kld": 0.22346921400528874, |
| "bxq_mean_kld": null, |
| "routing_intervention_delta": null, |
| "routing_flip_rate": null, |
| "exact_repeat": false, |
| "bxq_omission_reason": "dense reference (QxQ only)" |
| }, |
| { |
| "id": "unsloth/gemma-4-31B-it-qat-w4a16", |
| "creator": "unsloth", |
| "type": "int4_g32_sym", |
| "disk_size_gib": 21.668, |
| "size_source": null, |
| "mean_kld": 0.2740486279993667, |
| "qxq_mean_kld": 0.2740486279993667, |
| "bxq_mean_kld": null, |
| "routing_intervention_delta": null, |
| "routing_flip_rate": null, |
| "exact_repeat": false, |
| "bxq_omission_reason": "dense reference (QxQ only)" |
| }, |
| { |
| "id": "yasu-oh/gemma-4-31B-it-qat-NVFP4", |
| "creator": "yasu-oh", |
| "type": "nvfp4", |
| "disk_size_gib": 19.043, |
| "size_source": null, |
| "mean_kld": 0.41421886367937627, |
| "qxq_mean_kld": 0.41421886367937627, |
| "bxq_mean_kld": null, |
| "routing_intervention_delta": null, |
| "routing_flip_rate": null, |
| "exact_repeat": false, |
| "bxq_omission_reason": "dense reference (QxQ only)" |
| }, |
| { |
| "id": "melcheikh/gemma-4-31B-it-qat-NVFP4-mse-Blackwell", |
| "creator": "melcheikh", |
| "type": "nvfp4", |
| "disk_size_gib": 19.043, |
| "size_source": null, |
| "mean_kld": 0.488113437977403, |
| "qxq_mean_kld": 0.488113437977403, |
| "bxq_mean_kld": null, |
| "routing_intervention_delta": null, |
| "routing_flip_rate": null, |
| "exact_repeat": false, |
| "bxq_omission_reason": "dense reference (QxQ only)" |
| }, |
| { |
| "id": "melcheikh/gemma-4-31B-it-qat-NVFP4-Blackwell", |
| "creator": "melcheikh", |
| "type": "nvfp4", |
| "disk_size_gib": 19.043, |
| "size_source": null, |
| "mean_kld": 0.488113437977403, |
| "qxq_mean_kld": 0.488113437977403, |
| "bxq_mean_kld": null, |
| "routing_intervention_delta": null, |
| "routing_flip_rate": null, |
| "exact_repeat": false, |
| "bxq_omission_reason": "dense reference (QxQ only)" |
| }, |
| { |
| "id": "prithivMLmods/gemma-4-31B-it-qat-FP8", |
| "creator": "prithivMLmods", |
| "type": "fp8_per_channel", |
| "disk_size_gib": 33.608, |
| "size_source": null, |
| "mean_kld": 0.14337459410417722, |
| "qxq_mean_kld": 0.14337459410417722, |
| "bxq_mean_kld": null, |
| "routing_intervention_delta": null, |
| "routing_flip_rate": null, |
| "exact_repeat": false, |
| "bxq_omission_reason": "dense reference (QxQ only)" |
| } |
| ], |
| "excluded_candidates": [] |
| } |
|
|
