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Production-ready KNOT (sovereign-format) mirror of state-spaces/mamba-2.8b-hf for distributed text generation and conversation — powered by the Aether edge inference runtime on Edgework.ai.
| Property | Value |
|---|---|
| Base model | state-spaces/mamba-2.8b-hf |
| Parameters | 2.8B |
| Architecture | Mamba |
| Quantization | — (lossless container) |
| Format | KNOT |
| Size | ~11.2 GB |
| License | apache-2.0 |
.knot (sovereign format)mamba-2.8b.knot — the model weights in the KNOT container that the Aether distributed-inference runtime loads natively (the GGUF, when present, sits right beside it). A KNOT is a single self-describing file with a JSON table-of-contents, so any single tensor is one HTTP Range request — ideal for streaming weights to edge nodes.| GGUF | KNOT | |
|---|---|---|
| Container | format-specific header | single file, JSON table-of-contents |
| Per-tensor fetch | whole-file oriented | one tensor = one Range request |
| Ecosystem | broad (llama.cpp, …) | Aether / Gnosis runtime |
huggingface-cli download forkjoin-ai/mamba-2.8b-safetensors mamba-2.8b.knot --local-dir ./knotsbun run open-source/bitwise/scripts/dump-knot.ts mamba-2.8b.knot.