Buckets:

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XgenerationY

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30092026Frost

Validation status

The BF16 artifact passed structural and index-level integrity checks across all 59,585 tensors. The multi-token-prediction layer is present in the release.

No refusal-rate or capability score is claimed in this card before completion of the final judged evaluation. Results will be added only after qualification.

Deployment notes

• Plan capacity from the indexed 1.37 TiB weight footprint and reserve additional HBM for KV cache, activations, runtime workspaces, and CUDA graphs.
• Use a current serving stack with native GlmMoeDsaForCausalLM support.
• The architectural context ceiling is not a guaranteed per-request allocation; set the production context budget from available KV memory.
• Treat multi-token prediction as an optional optimization and qualify it independently in the selected runtime. -recommended sampling baseline is temperature 1.0 and top-p 0.95.