mode stringclasses 3
values | bits float64 2.5 5 | config_file stringlengths 38 44 | model stringclasses 1
value | timestamp timestamp[s]date 2026-09-08 19:09:19 2026-09-09 14:31:35 | eval_datasets listlengths 3 3 | metrics dict |
|---|---|---|---|---|---|---|
by-layer | 2.5 | MoQ_MoQ-Sweep_by-layer_tensors_2.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T14:31:35 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"p99.9_kld": 9.393798828125,
"total_tokens": 321584,
"ppl": 8.469107120888534
},
"wiki": {
"mean_kld": 1.5538856983184814,
"max_kld": 11.953125,
"p99_kld": 4.900543212890625,
"p99.9_kld... |
by-layer | 3 | MoQ_MoQ-Sweep_by-layer_tensors_3.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T14:28:53 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 15.0625,
"p99_kld": 4.04296875,
"p99.9_kld": 7.639892578125,
"total_tokens": 321584,
"ppl": 5.033123835776233
},
"wiki": {
"mean_kld": 0.7915541529655457,
"max_kld": 6.9921875,
"p99_kld": 2.8540420532226562,
"p99.9_k... |
by-layer | 3.5 | MoQ_MoQ-Sweep_by-layer_tensors_3.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T14:26:18 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.25472477078437805,
"max_kld": 14.8203125,
"p99_kld": 2.279296875,
"p99.9_kld": 5.225830078125,
"total_tokens": 321584,
"ppl": 3.9561222536514187
},
"wiki": {
"mean_kld": 0.4422643780708313,
"max_kld": 7.03125,
"p99_kld": 1.7369422912597656,
"p99... |
by-layer | 4 | MoQ_MoQ-Sweep_by-layer_tensors_4.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T14:23:54 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 7.53515625,
"p99_kld": 1.109375,
"p99.9_kld": 2.681640625,
"total_tokens": 321584,
"ppl": 3.6928171474923905
},
"wiki": {
"mean_kld": 0.254191517829895,
"max_kld": 3.427734375,
"p99_kld": 0.8472557067871094,
"p99.9_... |
by-layer | 4.5 | MoQ_MoQ-Sweep_by-layer_tensors_4.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T14:21:39 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.05058388039469719,
"max_kld": 7.296875,
"p99_kld": 0.482421875,
"p99.9_kld": 1.57598876953125,
"total_tokens": 321584,
"ppl": 3.5022084240885807
},
"wiki": {
"mean_kld": 0.10688953846693039,
"max_kld": 1.263671875,
"p99_kld": 0.46869754791259766,
... |
by-layer | 5 | MoQ_MoQ-Sweep_by-layer_tensors_5.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T14:19:26 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.030354414135217667,
"max_kld": 6.4765625,
"p99_kld": 0.2944793701171875,
"p99.9_kld": 0.974609375,
"total_tokens": 321584,
"ppl": 3.4357640897732606
},
"wiki": {
"mean_kld": 0.08213537186384201,
"max_kld": 1.48046875,
"p99_kld": 0.3611278533935547,
... |
by-tensor-type | 2.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_2.5.txt | LiquidAI/LFM2.5-230M | 2026-09-08T19:19:58 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 1.4304176568984985,
"max_kld": 12.109375,
"p99_kld": 7.349687099456787,
"p99.9_kld": 10.663362503051758,
"total_tokens": 1089,
"ppl": 10.400224209852825
},
"wiki": {
"mean_kld": 1.3635597229003906,
"max_kld": 11.1171875,
"p99_kld": 4.400543212890625,
... |
by-tensor-type | 3 | MoQ_MoQ-Sweep_by-tensor-type_tensors_3.0.txt | LiquidAI/LFM2.5-230M | 2026-09-08T19:17:43 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.7668269872665405,
"max_kld": 11.96875,
"p99_kld": 6.182499408721924,
"p99.9_kld": 10.101621627807617,
"total_tokens": 1089,
"ppl": 6.350190728798887
},
"wiki": {
"mean_kld": 0.834669828414917,
"max_kld": 7.64453125,
"p99_kld": 3.0392379760742188,
... |
by-tensor-type | 3.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_3.5.txt | LiquidAI/LFM2.5-230M | 2026-09-08T19:15:30 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.24683168530464172,
"max_kld": 6.6171875,
"p99_kld": 3.0242183208465576,
"p99.9_kld": 5.740515232086182,
"total_tokens": 1089,
"ppl": 4.554290650816946
},
"wiki": {
"mean_kld": 0.35747694969177246,
"max_kld": 4.84375,
"p99_kld": 1.3627433776855469,
... |
by-tensor-type | 4 | MoQ_MoQ-Sweep_by-tensor-type_tensors_4.0.txt | LiquidAI/LFM2.5-230M | 2026-09-08T19:13:22 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.11631622910499573,
"max_kld": 3.708984375,
"p99_kld": 1.71382737159729,
"p99.9_kld": 3.4319369792938232,
"total_tokens": 1089,
"ppl": 4.620637112453817
},
"wiki": {
"mean_kld": 0.17799672484397888,
"max_kld": 3.38671875,
"p99_kld": 0.729755401611328... |
by-tensor-type | 4.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_4.5.txt | LiquidAI/LFM2.5-230M | 2026-09-08T19:11:21 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.0576951801776886,
"max_kld": 2.4140625,
"p99_kld": 0.8741403222084045,
"p99.9_kld": 2.3228464126586914,
"total_tokens": 1089,
"ppl": 4.577350301174318
},
"wiki": {
"mean_kld": 0.0856696292757988,
"max_kld": 2.115234375,
"p99_kld": 0.3608837127685547... |
by-tensor-type | 5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_5.0.txt | LiquidAI/LFM2.5-230M | 2026-09-08T19:09:19 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.03184634447097778,
"max_kld": 2.380859375,
"p99_kld": 0.46889638900756836,
"p99.9_kld": 1.376677393913269,
"total_tokens": 1089,
"ppl": 4.527188062943018
},
"wiki": {
"mean_kld": 0.052115656435489655,
"max_kld": 1.49609375,
"p99_kld": 0.221700191497... |
individual | 2.5 | MoQ_MoQ-Sweep_individual_tensors_2.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T09:28:59 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 1.466063380241394,
"max_kld": 11.359375,
"p99_kld": 8.423749923706055,
"p99.9_kld": 10.068249702453613,
"total_tokens": 1089,
"ppl": 9.520463419817773
},
"wiki": {
"mean_kld": 1.2975962162017822,
"max_kld": 8.28125,
"p99_kld": 4.2407379150390625,
... |
individual | 3 | MoQ_MoQ-Sweep_individual_tensors_3.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T09:26:17 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.5172600150108337,
"max_kld": 9.75,
"p99_kld": 5.33718729019165,
"p99.9_kld": 7.3318352699279785,
"total_tokens": 1089,
"ppl": 5.694152966925452
},
"wiki": {
"mean_kld": 0.8640126585960388,
"max_kld": 7.328125,
"p99_kld": 2.8833389282226562,
"p99... |
individual | 3.5 | MoQ_MoQ-Sweep_individual_tensors_3.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T09:23:49 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.2673812508583069,
"max_kld": 5.80078125,
"p99_kld": 3.467108964920044,
"p99.9_kld": 5.505874156951904,
"total_tokens": 1089,
"ppl": 5.088338391027515
},
"wiki": {
"mean_kld": 0.48552611470222473,
"max_kld": 3.9140625,
"p99_kld": 1.6595306396484375,
... |
individual | 4 | MoQ_MoQ-Sweep_individual_tensors_4.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T09:21:33 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.10107872635126114,
"max_kld": 3.28515625,
"p99_kld": 1.1997263431549072,
"p99.9_kld": 2.8540103435516357,
"total_tokens": 1089,
"ppl": 4.423426405116048
},
"wiki": {
"mean_kld": 0.19041036069393158,
"max_kld": 3.267578125,
"p99_kld": 0.7508392333984... |
individual | 4.5 | MoQ_MoQ-Sweep_individual_tensors_4.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T09:19:20 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.06333812326192856,
"max_kld": 3.826171875,
"p99_kld": 0.9678710699081421,
"p99.9_kld": 3.262589931488037,
"total_tokens": 1089,
"ppl": 4.505415300860586
},
"wiki": {
"mean_kld": 0.10946865379810333,
"max_kld": 2.357421875,
"p99_kld": 0.4602270126342... |
individual | 5 | MoQ_MoQ-Sweep_individual_tensors_5.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T09:17:17 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.041849102824926376,
"max_kld": 2.81640625,
"p99_kld": 0.4960542917251587,
"p99.9_kld": 2.155810832977295,
"total_tokens": 1089,
"ppl": 4.516806989618159
},
"wiki": {
"mean_kld": 0.08419281244277954,
"max_kld": 1.6513671875,
"p99_kld": 0.341574668884... |
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