# SpeakoFlow/speakoflow-mini

Model from Hugging Face for text generation: SpeakoFlow/speakoflow-mini · unknown

## Facts

- Type: LLM
- Task: text-generation
- Framework: unknown
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/SpeakoFlow/speakoflow-mini
- Hosting: hosted (1 file)
- Files: 1 hosted of 14 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 1 file, 541.9 MB
- Full repo upstream: 4.17 GB
- Recommended file: 541.9 MB (Q4_K_M) · SpeakoFlow-Mini-0.8B-Q4_K_M.gguf
- Download: https://huggingbay.xyz/artifact/hf-model-speakoflow-speakoflow-mini/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-speakoflow-speakoflow-mini/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-speakoflow-speakoflow-mini/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 10871
- Stars: 12
- Card completeness: 96%

## Description

External Hugging Face catalog record for SpeakoFlow/speakoflow-mini. Task: text generation. Library: unknown. Languages: en. Datasets referenced by card metadata: SpeakoFlow/dictation-cleanup-examples. Base model: Qwen/Qwen3.5-0.8B. Includes 4 model-card evaluation signals. Popularity signal at import: 10,871 downloads and 12 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: unknown
- Base model: Qwen/Qwen3.5-0.8B
- Task categories: text-generation
- Languages: en
- Referenced datasets: SpeakoFlow/dictation-cleanup-examples
- Metrics: exact_match
- Model-index entries: speakoflow-mini-0.8b
- Evaluation signals: 4 model-card eval results
- File hints: 14 upstream file samples

## Evaluation Signals

- SpeakoFlow dictation cleanup evaluation (held out): Overall (mean of restraint and edit accuracy) = 70.7 (Dictation cleanup)
- SpeakoFlow dictation cleanup evaluation (held out): Restraint (already-correct text returned untouched) = 92.6 (Dictation cleanup)
- SpeakoFlow dictation cleanup evaluation (held out): Edit accuracy (transcripts needing a change) = 48.8 (Dictation cleanup)
- SpeakoFlow dictation cleanup evaluation (held out): Content damage (a spoken word lost, lower is better) = 10.7 (Dictation cleanup)

## Referenced Data

- Dataset: SpeakoFlow/dictation-cleanup-examples

## File Hints

- .gitattributes (2.2 KB)
- README.md (19 KB)
- SpeakoFlow-Mini-0.8B-BF16.gguf (1.5 GB) LFS
- SpeakoFlow-Mini-0.8B-Q4_K_M.gguf (517 MB) LFS
- SpeakoFlow-Mini-0.8B-Q5_K_M.gguf (565 MB) LFS
- SpeakoFlow-Mini-0.8B-Q6_K.gguf (617 MB) LFS
- SpeakoFlow-Mini-0.8B-Q8_0.gguf (795 MB) LFS
- examples.jsonl (4.6 KB)
- figures/01-scorecard.png (358 KB) LFS
- figures/02-ranking.png (258 KB) LFS
- figures/03-two-axes.png (231 KB) LFS
- figures/04-length.png (361 KB) LFS

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-21T20:18:23.715Z.
- Open license detected as apache-2.0.
- Model-index metadata found for speakoflow-mini-0.8b.
- Model card references dataset context: SpeakoFlow/dictation-cleanup-examples.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-speakoflow-speakoflow-mini
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-speakoflow-speakoflow-mini/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-speakoflow-speakoflow-mini/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-speakoflow-speakoflow-mini/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-speakoflow-speakoflow-mini
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-speakoflow-speakoflow-mini/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-speakoflow-speakoflow-mini&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-speakoflow-speakoflow-mini/decentralized-fallbacks