Profiling TorchNeuron (Part 1): System-level profiling on AWS Trainium.
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AI & ML interests
Scalable Artificial Intelligence
Recent Activity
Papers
Scaling Lean Theorem Proving for Real-World Code Verification
Lean4AgenticRL: Advancing Agentic RL with Verifiable Multi-level Process Rewards
Articles
Amazon Robotic Manipulation Benchmark: 5 perception and manipulation tasks from Amazon warehouses. ICRA 2023, arXiv:2303.16382. CC BY 4.0.
Chronos-Bolt pretrained models for time series forecasting.
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amazon/chronos-bolt-tiny
Time Series Forecasting • 8.65M • Updated • 1.16M • 32 -
amazon/chronos-bolt-mini
Time Series Forecasting • 21.2M • Updated • 2.99M • 16 -
amazon/chronos-bolt-small
Time Series Forecasting • 47.7M • Updated • 5.23M • 68 -
amazon/chronos-bolt-base
Time Series Forecasting • 0.2B • Updated • 597k • 97
Collection of primed Hybrid language models for Reasoning and Instruction following.
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amazon/GKA-primed-HQwen3-8B-Reasoner
Text Generation • 9B • Updated • 213 • 5 -
amazon/GDN-primed-HQwen3-8B-Reasoner
Text Generation • 8B • Updated • 135 • 2 -
amazon/GKA-primed-HQwen3-32B-Reasoner
Text Generation • 34B • Updated • 250 • 4 -
amazon/GKA-primed-HQwen3-32B-Instruct
Text Generation • 34B • Updated • 315 • 2
Collection of artifacts related to Chronos pretrained models for time series forecasting.
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amazon/chronos-2
Time Series Forecasting • 0.1B • Updated • 8.32M • 569 -
autogluon/chronos-2-synth
Time Series Forecasting • 0.1B • Updated • 160k • 7 -
autogluon/chronos-2-small
Time Series Forecasting • 27.9M • Updated • 2.53M • 28 -
Chronos-2: From Univariate to Universal Forecasting
Paper • 2510.15821 • Published • 28
Amazon Robotic Manipulation Benchmark: 5 perception and manipulation tasks from Amazon warehouses. ICRA 2023, arXiv:2303.16382. CC BY 4.0.
Collection of primed Hybrid language models for Reasoning and Instruction following.
-
amazon/GKA-primed-HQwen3-8B-Reasoner
Text Generation • 9B • Updated • 213 • 5 -
amazon/GDN-primed-HQwen3-8B-Reasoner
Text Generation • 8B • Updated • 135 • 2 -
amazon/GKA-primed-HQwen3-32B-Reasoner
Text Generation • 34B • Updated • 250 • 4 -
amazon/GKA-primed-HQwen3-32B-Instruct
Text Generation • 34B • Updated • 315 • 2
Chronos-Bolt pretrained models for time series forecasting.
-
amazon/chronos-bolt-tiny
Time Series Forecasting • 8.65M • Updated • 1.16M • 32 -
amazon/chronos-bolt-mini
Time Series Forecasting • 21.2M • Updated • 2.99M • 16 -
amazon/chronos-bolt-small
Time Series Forecasting • 47.7M • Updated • 5.23M • 68 -
amazon/chronos-bolt-base
Time Series Forecasting • 0.2B • Updated • 597k • 97
Collection of artifacts related to Chronos pretrained models for time series forecasting.
-
amazon/chronos-2
Time Series Forecasting • 0.1B • Updated • 8.32M • 569 -
autogluon/chronos-2-synth
Time Series Forecasting • 0.1B • Updated • 160k • 7 -
autogluon/chronos-2-small
Time Series Forecasting • 27.9M • Updated • 2.53M • 28 -
Chronos-2: From Univariate to Universal Forecasting
Paper • 2510.15821 • Published • 28