mode stringclasses 4
values | bits float64 2.5 5 | config_file stringlengths 38 45 | model stringclasses 1
value | timestamp timestamp[s]date 2026-09-09 17:34:13 2026-09-10 09:56:57 | eval_datasets listlengths 3 3 | metrics dict |
|---|---|---|---|---|---|---|
by-layer-tensor | 2.5 | MoQ_MoQ-Sweep_by-layer-tensor_tensors_2.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T18:29:48 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"total_tokens": 321584,
"ppl": 12.465160969412262
},
"wiki": {
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"max_kld": 13.3046875,
"p99_kld": 4.8284759521484375,
"p99.9_kld"... |
by-layer-tensor | 3 | MoQ_MoQ-Sweep_by-layer-tensor_tensors_3.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T18:26:34 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 17.296875,
"p99_kld": 3.95703125,
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"ppl": 5.020817624239581
},
"wiki": {
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"max_kld": 7.5703125,
"p99_kld": 2.5783004760742188,
"p99.9_kld"... |
by-layer-tensor | 3.5 | MoQ_MoQ-Sweep_by-layer-tensor_tensors_3.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T18:23:35 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 17.484375,
"p99_kld": 2.044921875,
"p99.9_kld": 5.1422119140625,
"total_tokens": 321584,
"ppl": 3.8961146721389674
},
"wiki": {
"mean_kld": 0.37166890501976013,
"max_kld": 4.41796875,
"p99_kld": 1.3569717407226562,
... |
by-layer-tensor | 4 | MoQ_MoQ-Sweep_by-layer-tensor_tensors_4.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T18:20:49 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"total_tokens": 321584,
"ppl": 3.5924423093747575
},
"wiki": {
"mean_kld": 0.19966650009155273,
"max_kld": 3.21875,
"p99_kld": 0.8442821502685547,
... |
by-layer-tensor | 4.5 | MoQ_MoQ-Sweep_by-layer-tensor_tensors_4.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T18:18:10 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 10.7421875,
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"total_tokens": 321584,
"ppl": 3.511760136729001
},
"wiki": {
"mean_kld": 0.11395462602376938,
"max_kld": 1.4619140625,
"p99_kld": 0.4592723846435547... |
by-layer-tensor | 5 | MoQ_MoQ-Sweep_by-layer-tensor_tensors_5.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T18:15:40 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 7.89453125,
"p99_kld": 0.2381591796875,
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"total_tokens": 321584,
"ppl": 3.4273634938295965
},
"wiki": {
"mean_kld": 0.04593411833047867,
"max_kld": 1.146484375,
"p99_kld": 0.2052001953125,
... |
by-layer | 2.5 | MoQ_MoQ-Sweep_by-layer_tensors_2.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T17:47:39 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 19.375,
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"total_tokens": 321584,
"ppl": 8.469107120888534
},
"wiki": {
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"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 | 2026-09-09T17:44:41 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 15.0625,
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"total_tokens": 321584,
"ppl": 5.033123835776233
},
"wiki": {
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"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 | 2026-09-09T17:41:49 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 14.8203125,
"p99_kld": 2.279296875,
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"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 | 2026-09-09T17:39:09 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 7.53515625,
"p99_kld": 1.109375,
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"total_tokens": 321584,
"ppl": 3.6928171474923905
},
"wiki": {
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"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 | 2026-09-09T17:36:40 | [
"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 | 2026-09-09T17:34:13 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.030354414135217667,
"max_kld": 6.4765625,
"p99_kld": 0.2944793701171875,
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"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 | 2026-09-09T19:02:29 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 1.4176493883132935,
"max_kld": 17.890625,
"p99_kld": 6.77734375,
"p99.9_kld": 10.198486328125,
"total_tokens": 321584,
"ppl": 10.773414656119758
},
"wiki": {
"mean_kld": 1.3633960485458374,
"max_kld": 11.1640625,
"p99_kld": 4.4090576171875,
"p99.9... |
by-tensor-type | 3 | MoQ_MoQ-Sweep_by-tensor-type_tensors_3.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T18:59:37 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.6796110272407532,
"max_kld": 19.40625,
"p99_kld": 4.75390625,
"p99.9_kld": 8.6171875,
"total_tokens": 321584,
"ppl": 5.546032129409101
},
"wiki": {
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"max_kld": 7.640625,
"p99_kld": 3.0409927368164062,
"p99.9_kld": ... |
by-tensor-type | 3.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_3.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T18:56:48 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.22433766722679138,
"max_kld": 12.125,
"p99_kld": 1.9296875,
"p99.9_kld": 5.1383056640625,
"total_tokens": 321584,
"ppl": 3.933993129429516
},
"wiki": {
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"max_kld": 4.85546875,
"p99_kld": 1.3701171875,
"p99.9_kld":... |
by-tensor-type | 4 | MoQ_MoQ-Sweep_by-tensor-type_tensors_4.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T18:54:04 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 13.15625,
"p99_kld": 0.88623046875,
"p99.9_kld": 2.74493408203125,
"total_tokens": 321584,
"ppl": 3.6205984809421574
},
"wiki": {
"mean_kld": 0.17795854806900024,
"max_kld": 3.380859375,
"p99_kld": 0.7300682067871094,
... |
by-tensor-type | 4.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_4.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T18:51:29 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.04970875754952431,
"max_kld": 9.40625,
"p99_kld": 0.463134765625,
"p99.9_kld": 1.63262939453125,
"total_tokens": 321584,
"ppl": 3.4992379411629915
},
"wiki": {
"mean_kld": 0.08564826846122742,
"max_kld": 2.1015625,
"p99_kld": 0.35832691192626953,
... |
by-tensor-type | 5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_5.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T18:48:50 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 6.5078125,
"p99_kld": 0.28076171875,
"p99.9_kld": 0.991912841796875,
"total_tokens": 321584,
"ppl": 3.4591085185870805
},
"wiki": {
"mean_kld": 0.052101217210292816,
"max_kld": 1.451171875,
"p99_kld": 0.221601486206054... |
individual | 2.5 | MoQ_MoQ-Sweep_individual_tensors_2.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T19:43:49 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 1.410882592201233,
"max_kld": 20.796875,
"p99_kld": 6.82421875,
"p99.9_kld": 10.15625,
"total_tokens": 321584,
"ppl": 10.411166387041167
},
"wiki": {
"mean_kld": 1.2974903583526611,
"max_kld": 8.28125,
"p99_kld": 4.254608154296875,
"p99.9_kld": 6.... |
individual | 3 | MoQ_MoQ-Sweep_individual_tensors_3.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T19:40:38 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 17.984375,
"p99_kld": 3.779296875,
"p99.9_kld": 7.5093994140625,
"total_tokens": 321584,
"ppl": 5.025251656610463
},
"wiki": {
"mean_kld": 0.8638004064559937,
"max_kld": 7.31640625,
"p99_kld": 2.876953125,
"p99.9_kld... |
individual | 3.5 | MoQ_MoQ-Sweep_individual_tensors_3.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T19:37:42 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 13.859375,
"p99_kld": 2.330078125,
"p99.9_kld": 5.60546875,
"total_tokens": 321584,
"ppl": 4.152933725688078
},
"wiki": {
"mean_kld": 0.48544761538505554,
"max_kld": 3.92578125,
"p99_kld": 1.6514549255371094,
"p99.9_... |
individual | 4 | MoQ_MoQ-Sweep_individual_tensors_4.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T19:35:00 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.0993037223815918,
"max_kld": 10.5546875,
"p99_kld": 0.91357421875,
"p99.9_kld": 2.86016845703125,
"total_tokens": 321584,
"ppl": 3.5966758505153464
},
"wiki": {
"mean_kld": 0.19037321209907532,
"max_kld": 3.263671875,
"p99_kld": 0.7494621276855469,
... |
individual | 4.5 | MoQ_MoQ-Sweep_individual_tensors_4.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T19:32:21 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.059351399540901184,
"max_kld": 9.59375,
"p99_kld": 0.4905242919921875,
"p99.9_kld": 1.610382080078125,
"total_tokens": 321584,
"ppl": 3.518444189184886
},
"wiki": {
"mean_kld": 0.10946668684482574,
"max_kld": 2.37109375,
"p99_kld": 0.457829475402832... |
individual | 5 | MoQ_MoQ-Sweep_individual_tensors_5.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T19:29:53 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.04193064942955971,
"max_kld": 9.28125,
"p99_kld": 0.341552734375,
"p99.9_kld": 1.078338623046875,
"total_tokens": 321584,
"ppl": 3.4595778014031513
},
"wiki": {
"mean_kld": 0.08416341245174408,
"max_kld": 1.6416015625,
"p99_kld": 0.33990955352783203... |
by-tensor-type | 2.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_2.5.txt | LiquidAI/LFM2.5-230M | 2026-09-10T09:56:57 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 1.5454490184783936,
"max_kld": 20.109375,
"p99_kld": 7.5390625,
"p99.9_kld": 11.3828125,
"total_tokens": 330640,
"ppl": 11.785531970119687
},
"wiki": {
"mean_kld": 1.4206058979034424,
"max_kld": 12.28125,
"p99_kld": 4.490386962890625,
"p99.9_kld":... |
by-tensor-type | 3 | MoQ_MoQ-Sweep_by-tensor-type_tensors_3.0.txt | LiquidAI/LFM2.5-230M | 2026-09-10T09:53:32 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.7579947113990784,
"max_kld": 18.75,
"p99_kld": 4.875,
"p99.9_kld": 8.8388671875,
"total_tokens": 330640,
"ppl": 6.088487026488298
},
"wiki": {
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"max_kld": 8.234375,
"p99_kld": 3.1619110107421875,
"p99.9_kld": 5.836... |
by-tensor-type | 3.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_3.5.txt | LiquidAI/LFM2.5-230M | 2026-09-10T09:50:20 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 15.28125,
"p99_kld": 2.111328125,
"p99.9_kld": 5.51708984375,
"total_tokens": 330640,
"ppl": 3.9462281147400167
},
"wiki": {
"mean_kld": 0.3445538878440857,
"max_kld": 4.91015625,
"p99_kld": 1.4304771423339844,
"p99... |
by-tensor-type | 4 | MoQ_MoQ-Sweep_by-tensor-type_tensors_4.0.txt | LiquidAI/LFM2.5-230M | 2026-09-10T09:47:40 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.10707094520330429,
"max_kld": 12.4765625,
"p99_kld": 0.95166015625,
"p99.9_kld": 2.69287109375,
"total_tokens": 330640,
"ppl": 3.6136910799373716
},
"wiki": {
"mean_kld": 0.1907794028520584,
"max_kld": 3.474609375,
"p99_kld": 0.7861766815185547,
... |
by-tensor-type | 4.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_4.5.txt | LiquidAI/LFM2.5-230M | 2026-09-10T09:45:11 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 7.4453125,
"p99_kld": 0.47314453125,
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"total_tokens": 330640,
"ppl": 3.499360780654986
},
"wiki": {
"mean_kld": 0.08998225629329681,
"max_kld": 1.619140625,
"p99_kld": 0.3990135192871094,
... |
by-tensor-type | 5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_5.0.txt | LiquidAI/LFM2.5-230M | 2026-09-10T09:42:39 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 5.40625,
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"total_tokens": 330640,
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},
"wiki": {
"mean_kld": 0.08088915050029755,
"max_kld": 1.1875,
"p99_kld": 0.3499412536621094,
"p99.... |
by-tensor-type | 2.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_2.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T20:16:11 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 1.4176493883132935,
"max_kld": 17.890625,
"p99_kld": 6.77734375,
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"total_tokens": 321584,
"ppl": 10.773414656119758
},
"wiki": {
"mean_kld": 1.3633960485458374,
"max_kld": 11.1640625,
"p99_kld": 4.4090576171875,
"p99.9... |
by-tensor-type | 3 | MoQ_MoQ-Sweep_by-tensor-type_tensors_3.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T20:13:23 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.6796110272407532,
"max_kld": 19.40625,
"p99_kld": 4.75390625,
"p99.9_kld": 8.6171875,
"total_tokens": 321584,
"ppl": 5.546032129409101
},
"wiki": {
"mean_kld": 0.8347198367118835,
"max_kld": 7.640625,
"p99_kld": 3.0409927368164062,
"p99.9_kld": ... |
by-tensor-type | 3.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_3.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T20:10:38 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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},
"wiki": {
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"max_kld": 4.85546875,
"p99_kld": 1.3701171875,
"p99.9_kld":... |
by-tensor-type | 4 | MoQ_MoQ-Sweep_by-tensor-type_tensors_4.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T20:07:57 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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},
"wiki": {
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"p99_kld": 0.7300682067871094,
... |
by-tensor-type | 4.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_4.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T20:05:25 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"p99_kld": 0.463134765625,
"p99.9_kld": 1.63262939453125,
"total_tokens": 321584,
"ppl": 3.4992379411629915
},
"wiki": {
"mean_kld": 0.08564826846122742,
"max_kld": 2.1015625,
"p99_kld": 0.35832691192626953,
... |
by-tensor-type | 5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_5.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T20:02:49 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"ppl": 3.4591085185870805
},
"wiki": {
"mean_kld": 0.052101217210292816,
"max_kld": 1.451171875,
"p99_kld": 0.221601486206054... |
by-tensor-type | 2.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_2.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T20:47:11 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"p99_kld": 6.77734375,
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"ppl": 10.773414656119758
},
"wiki": {
"mean_kld": 1.3633960485458374,
"max_kld": 11.1640625,
"p99_kld": 4.4090576171875,
"p99.9... |
by-tensor-type | 3 | MoQ_MoQ-Sweep_by-tensor-type_tensors_3.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T20:44:23 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"p99_kld": 4.75390625,
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"ppl": 5.546032129409101
},
"wiki": {
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"max_kld": 7.640625,
"p99_kld": 3.0409927368164062,
"p99.9_kld": ... |
by-tensor-type | 3.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_3.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T20:41:38 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"p99_kld": 1.9296875,
"p99.9_kld": 5.1383056640625,
"total_tokens": 321584,
"ppl": 3.933993129429516
},
"wiki": {
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"max_kld": 4.85546875,
"p99_kld": 1.3701171875,
"p99.9_kld":... |
by-tensor-type | 4 | MoQ_MoQ-Sweep_by-tensor-type_tensors_4.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T20:38:57 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"p99_kld": 0.88623046875,
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"total_tokens": 321584,
"ppl": 3.6205984809421574
},
"wiki": {
"mean_kld": 0.17795854806900024,
"max_kld": 3.380859375,
"p99_kld": 0.7300682067871094,
... |
by-tensor-type | 4.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_4.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T20:36:24 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 9.40625,
"p99_kld": 0.463134765625,
"p99.9_kld": 1.63262939453125,
"total_tokens": 321584,
"ppl": 3.4992379411629915
},
"wiki": {
"mean_kld": 0.08564826846122742,
"max_kld": 2.1015625,
"p99_kld": 0.35832691192626953,
... |
by-tensor-type | 5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_5.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T20:33:49 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"total_tokens": 321584,
"ppl": 3.4591085185870805
},
"wiki": {
"mean_kld": 0.052101217210292816,
"max_kld": 1.451171875,
"p99_kld": 0.221601486206054... |
by-tensor-type | 2.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_2.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T21:58:23 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 1.604973554611206,
"max_kld": 18.140625,
"p99_kld": 7.20703125,
"p99.9_kld": 10.557861328125,
"total_tokens": 321584,
"ppl": 12.892294902664384
},
"wiki": {
"mean_kld": 1.4300544261932373,
"max_kld": 14.5625,
"p99_kld": 4.58734130859375,
"p99.9_kl... |
by-tensor-type | 3 | MoQ_MoQ-Sweep_by-tensor-type_tensors_3.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T21:55:33 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"p99.9_kld": 8.5234375,
"total_tokens": 321584,
"ppl": 5.546586184279727
},
"wiki": {
"mean_kld": 0.8144217729568481,
"max_kld": 8.265625,
"p99_kld": 3.1566009521484375,
"p99.9_kld": 4.... |
by-tensor-type | 3.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_3.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T21:52:50 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"total_tokens": 321584,
"ppl": 3.9658836013284477
},
"wiki": {
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"max_kld": 4.90234375,
"p99_kld": 1.7824897766113281,
"p99.9_kld... |
by-tensor-type | 4 | MoQ_MoQ-Sweep_by-tensor-type_tensors_4.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T21:50:10 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"p99_kld": 0.89453125,
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"total_tokens": 321584,
"ppl": 3.6180197638182197
},
"wiki": {
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"max_kld": 3.29296875,
"p99_kld": 0.6975727081298828,
"p99.9... |
by-tensor-type | 4.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_4.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T21:47:36 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 10.0546875,
"p99_kld": 0.4714813232421875,
"p99.9_kld": 1.55255126953125,
"total_tokens": 321584,
"ppl": 3.4966586742999346
},
"wiki": {
"mean_kld": 0.08377441018819809,
"max_kld": 1.5791015625,
"p99_kld": 0.35462379455... |
by-tensor-type | 5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_5.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T21:44:59 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
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"max_kld": 5.78515625,
"p99_kld": 0.3396453857421875,
"p99.9_kld": 1.2242431640625,
"total_tokens": 321584,
"ppl": 3.463213200623891
},
"wiki": {
"mean_kld": 0.06749915331602097,
"max_kld": 1.3095703125,
"p99_kld": 0.292812347412... |
by-tensor-type | 2.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_2.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T21:20:38 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 1.604973554611206,
"max_kld": 18.140625,
"p99_kld": 7.20703125,
"p99.9_kld": 10.557861328125,
"total_tokens": 321584,
"ppl": 12.892294902664384
},
"wiki": {
"mean_kld": 1.4300544261932373,
"max_kld": 14.5625,
"p99_kld": 4.58734130859375,
"p99.9_kl... |
by-tensor-type | 3 | MoQ_MoQ-Sweep_by-tensor-type_tensors_3.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T21:17:49 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.677825391292572,
"max_kld": 19.15625,
"p99_kld": 4.735107421875,
"p99.9_kld": 8.534423828125,
"total_tokens": 321584,
"ppl": 5.535134765420904
},
"wiki": {
"mean_kld": 0.8321908712387085,
"max_kld": 8.7421875,
"p99_kld": 3.0285720825195312,
"p99... |
by-tensor-type | 3.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_3.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T21:15:05 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.2241063416004181,
"max_kld": 13.9765625,
"p99_kld": 1.95135498046875,
"p99.9_kld": 5.3602294921875,
"total_tokens": 321584,
"ppl": 3.921890238313315
},
"wiki": {
"mean_kld": 0.35415157675743103,
"max_kld": 4.8828125,
"p99_kld": 1.3770408630371094,
... |
by-tensor-type | 4 | MoQ_MoQ-Sweep_by-tensor-type_tensors_4.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T21:12:25 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.09836699068546295,
"max_kld": 13.90625,
"p99_kld": 0.89453125,
"p99.9_kld": 2.685546875,
"total_tokens": 321584,
"ppl": 3.6180197638182197
},
"wiki": {
"mean_kld": 0.17788732051849365,
"max_kld": 3.29296875,
"p99_kld": 0.6975727081298828,
"p99.9... |
by-tensor-type | 4.5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_4.5.txt | LiquidAI/LFM2.5-230M | 2026-09-09T21:09:52 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.04953799769282341,
"max_kld": 10.0546875,
"p99_kld": 0.4714813232421875,
"p99.9_kld": 1.55255126953125,
"total_tokens": 321584,
"ppl": 3.4966586742999346
},
"wiki": {
"mean_kld": 0.08377441018819809,
"max_kld": 1.5791015625,
"p99_kld": 0.35462379455... |
by-tensor-type | 5 | MoQ_MoQ-Sweep_by-tensor-type_tensors_5.0.txt | LiquidAI/LFM2.5-230M | 2026-09-09T21:07:15 | [
"pile-cc",
"wiki",
"mmlu"
] | {
"pile-cc": {
"mean_kld": 0.030394408851861954,
"max_kld": 5.57421875,
"p99_kld": 0.280517578125,
"p99.9_kld": 1.0625,
"total_tokens": 321584,
"ppl": 3.461961503476979
},
"wiki": {
"mean_kld": 0.05037928372621536,
"max_kld": 1.171875,
"p99_kld": 0.2281494140625,
"p99.9_kld... |
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