zimplex/dllm-attention-parents-llada2-finemath-half-pred-debias5-b64-v1
DART FineMath-4+ half — inclusionAI/LLaDA2.0-mini dependency sidecar This is the sealed attention dependency release generated with pred-debias5 corrected attention. It is compatible with block size 64 and pairs only with zimplex/dllm-finemath-dagcover-half-v1, whose manifest SHA-256 is e20f3ecdc7417e8f8141610d4e1c55eb2973d269d03117d47c4e27b3d1182a68. The sidecar manifest SHA-256 is 3357a4171087f4124b62e0ceed4beee47390c55dedc3c985c261a44b95fcd512. The source release contains 5… See the full description on the dataset page: https://huggingface.co/datasets/zimplex/dllm-attention-parents-llada2-finemath-half-pred-debias5-b64-v1.
DART FineMath-4+ half — inclusionAI/LLaDA2.0-mini dependency sidecar
This is the sealed attention dependency release generated with pred-debias5 corrected attention. It is compatible with block size 64 and pairs only with `zimplex/dllm-finemath-dagcover-half-v1`, whose manifest SHA-256 is e20f3ecdc7417e8f8141610d4e1c55eb2973d269d03117d47c4e27b3d1182a68.
The sidecar manifest SHA-256 is 3357a4171087f4124b62e0ceed4beee47390c55dedc3c985c261a44b95fcd512. The source release contains 5 files and 149,298,989,063 bytes before publication metadata. manifest.json, COMPLETE.json, and PAIRING.json are authoritative; verify SHA256SUMS after download.
keys.npy maps exact packed examples to parents.npy and weights.npy. Dependency tensors are not interchangeable across tokenizers, packing, corpus variants, or dataset manifests.