zimplex/dllm-attention-parents-dreamreasoner-finecode-pred-debias5-b64-v1
DART FineCode deterministic sample — Dream-org/DreamReasoner-8B-Base dependency sidecar This is the sealed attention dependency release generated with pred-debias5 corrected attention, aligned a5 release. It is compatible with block size 64 and pairs only with zimplex/dllm-dreamreasoner-finecode-b64-v1, whose manifest SHA-256 is 4a0aece1752c3cd1b3fcd09c9e1690a2e4814ea7853f9a3ec5299c963f2ab9e9. The Dream tokenizer alignment proof is retained as DREAM_ALIGNMENT_COMPLETE.json. The… See the full description on the dataset page: https://huggingface.co/datasets/zimplex/dllm-attention-parents-dreamreasoner-finecode-pred-debias5-b64-v1.
DART FineCode deterministic sample — Dream-org/DreamReasoner-8B-Base dependency sidecar
This is the sealed attention dependency release generated with pred-debias5 corrected attention, aligned a5 release. It is compatible with block size 64 and pairs only with `zimplex/dllm-dreamreasoner-finecode-b64-v1`, whose manifest SHA-256 is 4a0aece1752c3cd1b3fcd09c9e1690a2e4814ea7853f9a3ec5299c963f2ab9e9. The Dream tokenizer alignment proof is retained as DREAM_ALIGNMENT_COMPLETE.json.
The sidecar manifest SHA-256 is e5183cab1605447c2d8099265a2c78b27a2720d77b8f6152b66efbcd16843217. The source release contains 6 files and 152,647,699,056 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.