Pretraining a 325M Language Model from Zero on an Inference-Only NPU
β’ 9
AI & ML interests
Contact: arxivgpt@gmail.com
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Answer verification from one forward pass, zero generated tokens. Measured against JEV and 10 others on 2,018 identical items.
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FINAL-Bench/Darwin-180B-RSI
Image-Text-to-Text β’ 180B β’ Updated β’ 1.06k β’ 131 -
FINAL-Bench/Darwin-397B-ZTC
Text Generation β’ 404B β’ Updated β’ 398 β’ 41 -
FINAL-Bench/Darwin-27B-RSI
Text Generation β’ 27B β’ Updated β’ 1.2k β’ 49 -
FINAL-Bench/Darwin-27B-RSI-GGUF
Text Generation β’ 27B β’ Updated β’ 1.88k β’ 31
λΉλλννΈ
Fastest single-GPU serving of open models via VKAE. Live board: hf.co/spaces/VIDraft/vkae. Each = card + Docker.
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Open Discovery Challenge
π§¬82Neglected-disease drug leaderboard for AI-designed molecules
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Open Materials Challenge
π45Solid-state electrolyte leaderboard
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LEADBOARD - ADMET, Kinase and Toxicity Prediction Benchmark
π―50Benchmark for drug prediction tools - ADMET, kinase, tox
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FINCHAL Financial Forecasting Challenge
π43AI vs human trading contest. $2,000. NVDA, BTC, gold, oil
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FINAL-Bench/POCKET-35B-GGUF
Text Generation β’ 35B β’ Updated β’ 523k β’ 85 -
FINAL-Bench/POCKET-KR-GGUF
Text Generation β’ 23B β’ Updated β’ 167 β’ 44 -
FINAL-Bench/POCKET-KR-MLX
Text Generation β’ 15B β’ Updated β’ 207 β’ 40 -
FINAL-Bench/POCKET-EN-GGUF
Text Generation β’ 23B β’ Updated β’ 272 β’ 52
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FINAL-Bench/Aether-7B-5Attn
Text Generation β’ 7B β’ Updated β’ 238 β’ 57 -
FINAL-Bench/Aether-7B-5Attn-it
Text Generation β’ 7B β’ Updated β’ 180 β’ 44 -
Aether-7B-5Attn β 100% Open-source Foundation Model: Sovereign AI
π37100% open-source sovereign foundation model (Apache-2.0)
-
FINAL-Bench/Aether-7B-5Attn-checkpoints
Updated β’ 94 β’ 32
Answer verification from one forward pass, zero generated tokens. Measured against JEV and 10 others on 2,018 identical items.
-
FINAL-Bench/Darwin-180B-RSI
Image-Text-to-Text β’ 180B β’ Updated β’ 1.06k β’ 131 -
FINAL-Bench/Darwin-397B-ZTC
Text Generation β’ 404B β’ Updated β’ 398 β’ 41 -
FINAL-Bench/Darwin-27B-RSI
Text Generation β’ 27B β’ Updated β’ 1.2k β’ 49 -
FINAL-Bench/Darwin-27B-RSI-GGUF
Text Generation β’ 27B β’ Updated β’ 1.88k β’ 31
-
Open Discovery Challenge
π§¬82Neglected-disease drug leaderboard for AI-designed molecules
-
Open Materials Challenge
π45Solid-state electrolyte leaderboard
-
LEADBOARD - ADMET, Kinase and Toxicity Prediction Benchmark
π―50Benchmark for drug prediction tools - ADMET, kinase, tox
-
FINCHAL Financial Forecasting Challenge
π43AI vs human trading contest. $2,000. NVDA, BTC, gold, oil
λΉλλννΈ
-
FINAL-Bench/POCKET-35B-GGUF
Text Generation β’ 35B β’ Updated β’ 523k β’ 85 -
FINAL-Bench/POCKET-KR-GGUF
Text Generation β’ 23B β’ Updated β’ 167 β’ 44 -
FINAL-Bench/POCKET-KR-MLX
Text Generation β’ 15B β’ Updated β’ 207 β’ 40 -
FINAL-Bench/POCKET-EN-GGUF
Text Generation β’ 23B β’ Updated β’ 272 β’ 52
Fastest single-GPU serving of open models via VKAE. Live board: hf.co/spaces/VIDraft/vkae. Each = card + Docker.
-
FINAL-Bench/Aether-7B-5Attn
Text Generation β’ 7B β’ Updated β’ 238 β’ 57 -
FINAL-Bench/Aether-7B-5Attn-it
Text Generation β’ 7B β’ Updated β’ 180 β’ 44 -
Aether-7B-5Attn β 100% Open-source Foundation Model: Sovereign AI
π37100% open-source sovereign foundation model (Apache-2.0)
-
FINAL-Bench/Aether-7B-5Attn-checkpoints
Updated β’ 94 β’ 32