cstr / chatterbox-nano-GGUF

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Model's Last Updated: August 30 2026
text-to-speech

Introduction of chatterbox-nano-GGUF

Model Details of chatterbox-nano-GGUF

Chatterbox-Nano TTS — GGUF (ggml)

GGUF / ggml conversion of ResembleAI/chatterbox-nano for use with CrispStrobe/CrispASR (v0.8.31+, issue #382).

Chatterbox-Nano is the small sibling of Chatterbox-Turbo: the same AR text-to-speech pipeline with a GPT2-small T3 backbone (12 layers, 768 hidden, 12 heads) instead of Turbo's GPT2-medium (24L, 1024D). Upstream's s3gen_meanflow.safetensors , ve.safetensors and conds.pt are byte-identical to ResembleAI/chatterbox-turbo (same LFS blobs), so this repo ships only the T3 — use the S3Gen from cstr/chatterbox-turbo-GGUF as the companion. CrispASR's registry does this automatically. Distributed under MIT license .

Files
File Size Notes
chatterbox-nano-t3-f16.gguf 476 MB T3 GPT-2 AR model (12L, 768D) + VE + baked conds
chatterbox-nano-t3-q8_0.gguf 345 MB Quantized T3, recommended deployment default
chatterbox-nano-t3-q4_k.gguf 283 MB Smaller T3 quant for memory-constrained use

The GGUF carries chatterbox.t3.n_kv_heads = 12 explicitly (GPT-2 is MHA; CrispASR's built-in default of 16 fits Turbo only). Token ids match upstream inference ( T3Config : start_text 255, stop_text 0, speech 6561/6562) — the stop_text_token: 50256 in t3_nano_v1.yaml is a training-time artifact that upstream generate() never reads.

Usage
# auto-download T3 + Turbo S3Gen companion
crispasr --backend chatterbox-nano -m auto --auto-download \
  --tts "Hello from Chatterbox Nano." --tts-output nano.wav

# explicit files
crispasr --backend chatterbox-nano -m chatterbox-nano-t3-q8_0.gguf \
  --codec-model chatterbox-turbo-s3gen-q8_0.gguf \
  --tts "Hello from Chatterbox Nano." --tts-output nano.wav

Voice cloning ( --voice reference.wav ), the 19 [emotion] style tokens, and the sampler defaults are identical to the Turbo backend; CFG/min_p/exaggeration are not supported by the Turbo/Nano pipeline (upstream disables them).

Conversion

Converted with models/convert-chatterbox-to-gguf.py --variant nano from upstream revision 71ccd1d0 ; quantized with crispasr-quantize .

Runs of cstr chatterbox-nano-GGUF on huggingface.co

740
Total runs
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3-day runs
57
7-day runs
358
30-day runs

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