Updated open-sci-ref baselines. Re-training without dropout. Re-training on DCLM, FineWeb-Edu, Nemotron, HPLT-2, Pile. Further ref datasets included.
AI & ML interests
Researching and building foundation models with improved generalization and reasoning. LAION & friends spin-off for open-sourcing foundation models with strong generalization and reasoning , including datasets necessary for their creation, to serve as common open, reproducible grounds for further research experiments.
Recent Activity
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models
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open-sci/open-sci-ref-v0.02-1.7b-nemotron-hq-300B-16384-rope_theta-1M
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open-sci/open-sci-ref-v0.02-1.7b-nemotron-hq-300B-16384-rope_theta-1M-long_sft_16k
Feature Extraction
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open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-2024-hq-real-synth-mix-1T-8192
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open-sci/open-sci-ref-v0.01-1.7b-nemotron-hq-1T-4096
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open-sci/open-sci-ref-v0.01-1.7b-nemotron-hq-1T-16384
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open-sci/open-sci-ref-v0.01-1.7b-slimpajama-300B-4096
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open-sci/open-sci-ref-v0.01-1.7b-pile-300B-4096
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open-sci/open-sci-ref-v0.01-1.7b-nemotron-hq-300B-8192
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open-sci/open-sci-ref-v0.01-1.7b-nemotron-hq-300B-4096
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open-sci/open-sci-ref-v0.01-1.7b-nemotron-hq-300B-16384
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