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xAI Grok-1: open base-model weights and reference implementation

Contribution grade

Open language-model research resources · Human-designed research method or resource

Reference score65,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Released the Grok-1 base checkpoint and JAX reference implementation with explicit sparse-expert, grouped-KV and tokenizer specifications, enabling public model-level research.

Scientific scope

Released the Grok-1 base checkpoint and JAX reference implementation with explicit sparse-expert, grouped-KV and tokenizer specifications, enabling public model-level research. Open resource/system contribution, not invention of MoE, RoPE or grouped KV. October2023 pretraining differs from March2024 open release; checkpoint is not dialogue-tuned Grok service or later Grok3. Reference MoE implementation expressly prioritizes straightforward correctness over efficiency.

Evidence

The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Open resource/system contribution, not invention of MoE, RoPE or grouped KV. October2023 pretraining differs from March2024 open release; checkpoint is not dialogue-tuned Grok service or later Grok3. Reference MoE implementation expressly prioritizes straightforward correctness over efficiency.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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