---
license: apache-2.0
library_name: custom
pipeline_tag: text-generation
tags:
- murakumo
- artificial-organism
- openai-compatible
- writing
- draft-review
---

# Basho

Basho is Murakumo's writing face. It is an **inference organism**, not a new
standalone checkpoint: a draft member produces an answer and a review member
accepts or corrects it under Basho's writing profile.

| Field | Value |
|---|---|
| Public API model ID | `ao/basho` |
| Endpoint | `https://api.murakumo.cloud/v1/chat/completions` |
| Current draft member | `murakumo-main` |
| Current review member | `ling-3.0-tiny` |
| Dedicated metered alias | `awai-network/basho` (identified callers; currently resolves to `zai-org/GLM-5.3-Flash`) |
| Dedicated runtime source | `tacos4me/GLM-5.3-Flash-NVFP4-FP8ATTN-512K` at `fd5efd8c534f6170fa9b4143ec57e0eed6faf842` |
| Weights in this repository | None; member and dedicated checkpoints remain separately licensed artifacts |

```bash
curl https://api.murakumo.cloud/v1/chat/completions \
  -H 'content-type: application/json' \
  -d '{
    "model": "ao/basho",
    "messages": [{"role": "user", "content": "Rewrite this paragraph clearly: ..."}],
    "max_tokens": 512
  }'
```

The public name is stable while internal membership may change. Clients should
therefore select `ao/basho`, not a current member checkpoint. A live probe on
2026-09-22 returned HTTP 200.

## Dedicated serving runtime

This repository also contains the matched vLLM runtime used to expose a
dedicated checkpoint as `awai-network/basho`: a pinned container definition,
GLM5 Next block-FP8 attention and language-head loader patches, and measured
SM120 kernel configurations. `entrypoint.sh` pins both the external checkpoint
repository and its revision. The checkpoint weights and base container are not
copied into this repository.

## Behavior

Basho checks requested length, format, and factual dependencies before
answering. Its reviewer changes only claims or structure that fail those
conditions, preserving the draft's voice where possible. Generated text still
requires normal human review for consequential use.