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stringclasses
57 values
model_id
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10
100
downloads
int64
0
12.2M
torch_tpu_version
stringclasses
4 values
sweep_id
stringclasses
4 values
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF
10,325,876
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
Qwen/Qwen3.6-35B-A3B-FP8
7,420,503
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
Qwen/Qwen3.8-27B-FP8
5,240,937
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
ornith-ai/Ornith-1.5-9B-GGUF
5,074,916
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
cdiamond/Qwen3.8-27B-iMatrix-NVFP4-MTP-GGUF
4,564,148
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
zai-org/GLM-5.3-Flash
4,518,525
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
deepseek-ai/DeepSeek-V4-Flash-0731
4,419,279
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
Qwen/Qwen3.6-27B-FP8
4,382,606
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
ornith-ai/Ornith-1.5-35B-A3B-GGUF
3,736,244
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
prism-ml/Ternary-Bonsai-2-27B-gguf
3,457,124
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
deepseek-ai/DeepSeek-V3.2
3,078,266
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
ornith-ai/Ornith-1.0-9B-GGUF
2,666,462
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
JonathanColetti/Qwen3.8-27B-Uncensored-GGUF
2,249,366
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
huihui-ai/Huihui-Qwen3.8-27B-abliterated-GGUF
2,171,467
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF
2,057,914
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
Qwen/Qwen3-VL-8B-Instruct-FP8
2,053,208
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
CMSManhattan/JiRackUltra_1b
1,799,961
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUF
1,784,137
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
ornith-ai/Ornith-1.0-35B-GGUF
1,746,218
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
antirez/deepseek-v4-gguf
1,721,688
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NEO-CODER-MAX-MTP-GGUF
1,683,597
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUF
1,655,818
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/Qwen3.8-Flash-Next-GGUF
1,655,296
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
0bserverx/Qwen3.8-27B-Heretic-Abliterated-Uncensored-GGUF
1,498,213
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
Qwen/Qwen3.5-35B-A3B-FP8
1,488,947
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/gemma-4-12b-it-GGUF
1,416,048
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
peculiar-ragdoll/Tiel-Coder-35B-A3B-GGUF-MTP
1,364,560
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
zai-org/GLM-5.3
1,358,295
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/Qwen3.5-9B-GGUF
1,352,885
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
HauhauCS/Gemma-4-E4B-Uncensored-HauhauCS-Aggressive
1,319,244
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
deepseek-ai/DeepSeek-V3-0324
1,316,511
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
ornith-ai/Ornith-1.5-397B-GGUF
1,315,035
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/Qwen3.6-35B-A3B-GGUF
1,282,544
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
deepseek-ai/DeepSeek-V4-Flash
1,241,176
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
deepseek-ai/DeepSeek-V3
1,178,235
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
MiniMaxAI/MiniMax-M2.7
1,177,692
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/Inkling-Small-GGUF
1,162,263
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
Qwen/Qwen3-Coder-30B-A3B-Instruct-FP8
1,117,476
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
LiquidAI/LFM2.5-2.6B-GGUF
1,099,298
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
peculiar-ragdoll/Dirk-Qwen3.8-27B-GGUF
1,093,591
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/Qwen3.6-35B-A3B-MTP-GGUF
1,091,233
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
Qwen/Qwen3-Coder-Next-FP8
1,087,514
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
ggml-org/Qwen3.8-27B-GGUF
1,061,142
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
deepseek-ai/DeepSeek-V4-Flash-DSpark
1,012,568
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
datalab-to/surya-ocr-2-gguf
1,010,418
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
Qwen/Qwen3-4B-Instruct-2507-FP8
996,162
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
CMSManhattan/JiRackUltra_14b
991,729
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/Qwen3.5-4B-GGUF
986,123
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/Qwen3.6-27B-MTP-GGUF
969,220
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
deepseek-ai/DeepSeek-V4-Flash-Vision-Exp
961,429
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
bartowski/endless-frontier_BigBang-v1-GGUF
940,418
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/GLM-5.3-Flash-GGUF
932,632
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
RedHatAI/gemma-4-26B-A4B-it-FP8-dynamic
919,556
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
deepseek-ai/DeepSeek-R1
913,252
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/Qwen3.6-27B-GGUF
904,690
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
OBLITERATUS/Qwen3.8-27B-OBLITERATED
855,594
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive
843,449
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
Qwen/Qwen3.5-122B-A10B-FP8
805,535
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
HauhauCS/Gemma4-12B-QAT-Uncensored-HauhauCS-Balanced
800,867
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
Qwen/Qwen3-Coder-480B-A35B-Instruct-FP8
748,737
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
esatapedico/Qwen3.8-27B-NVFP4-MTP-GGUF
727,104
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
empero-ai/Qwen3.8-4B-Distill-GGUF
722,366
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
FINAL-Bench/POCKET-35B-GGUF
718,310
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
yuxinlu1/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUF
712,384
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
meta-models/Muse-Glimmer-30B-GGUF
708,303
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
Qwen/Qwen3.5-397B-A17B-FP8
699,722
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
empero-ai/Qwen3.8-2B-Distill-GGUF
688,769
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
empero-ai/Qwen3.8-9B-Distill-GGUF
679,221
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
deepseek-ai/DeepSeek-V4.1-Flash
668,537
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/GLM-5.3-GGUF
643,391
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
legraphista/glm-4-9b-chat-IMat-GGUF
641,053
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
prism-ml/Ternary-Bonsai-27B-gguf
633,584
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
bartowski/XYZAILab_XYZ-Aquila-mini-GGUF
617,584
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF
616,986
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
RedHatAI/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-FP8
614,941
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
z-lab/Qwen3.8-27B-DFlash2-GGUF
613,690
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/gemma-4-E4B-it-GGUF
608,153
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/gemma-4-26B-A4B-it-qat-GGUF
606,690
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
AtomicChat/Qwen3.8-Flash-Next-GGUF
567,294
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/gemma-4-E4B-it-qat-GGUF
554,903
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/gemma-4-26B-A4B-it-GGUF
551,619
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/inkling-GGUF
548,865
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
empero-ai/Qwythos-9B-Claude-Mythos-5-1M-GGUF
529,068
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
empero-ai/Qwythos-9B-v2-GGUF
527,618
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
DavidAU/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-NM-DAU-NEO-MAX-MTP-GGUF
516,949
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
dealignai/Ornith-1.5-9B-UNCENSORED-GGUF
504,691
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
ISTA-DASLab/Qwen3.8-Flash-Next-GSQ-RCO-GGUF
503,144
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
Qwen/Qwen3.8-Flash-Next-FP8
500,974
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/gemma-4-E2B-it-qat-GGUF
498,551
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/gpt-oss-20b-GGUF
497,932
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
bartowski/Qwen3.8-27B-GGUF
488,143
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
unsloth/gemma-4-31B-it-qat-GGUF
484,936
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
google/gemma-4-26B-A4B-it-qat-q4_0-gguf
480,312
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
empero-ai/Qwen3.8-27B-Ridge-GGUF
473,074
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
peculiar-ragdoll/Tiel-Coder-35B-A3B-GGUF
472,790
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
bartowski/thomsonreuters_Thomson-1.0-Small-GGUF
463,853
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
ornith-ai/Ornith-1.5-35B-A3B-FP8
462,951
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
migtissera/Tess-4-27B-GGUF
459,842
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
yuxinlu1/gemma-4-12B-coder-fable5-composer2.5-v1-GGUF
457,870
0.1.1+release.2026.9.22.20260929000254
20260929-140925
alternate-format
Weights shipped in a format TPU can't load (fp8, gguf, …)
fp8/gguf
deepseek-ai/DeepSeek-V4-Pro
449,070
0.1.1+release.2026.9.22.20260929000254
20260929-140925
End of preview. Expand in Data Studio

torch-tpu-model-support

Support sweep results for HuggingFace models on Google Cloud TPU with torch_tpu.

Each row is one model tested in one sweep. The sweep loads the model and generates 8 tokens with the fixed prompt "The future of AI is" in bf16.

Result values

  • PASS — model loaded and generated successfully
  • FAIL(load) — exception during model load
  • FAIL(gen) — load succeeded, generation raised
  • FAIL(output) — generation returned but the text was judged not valid English
  • FAIL(timeout) — killed after exceeding the sweep wall-clock budget
  • FAIL(other) — unclassified failure (render error, OOM, etc.)

Output judge

  • english — verdict of a small CPU instruct model asked whether the generated text is sensible English continuing the prompt: Y, N, or null for runs that predate the judge (or where it could not run).

Token counts

  • tokens_in — number of tokens submitted as input (after any chat templating for instruction-tuned models)
  • tokens_out — number of tokens generated beyond the input
  • Both columns are null for runs from sweeps that predate token counting.

Links

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