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Model registry ​

The registry is the source of truth for downloadable models. Search the catalog or download models.yml.

image

qwen-image-2.1-turbo:7b

Qwen Image 2.1 Turbo 7B: eight-step generation and multi-reference image editing

q4q8
image

flux3-klein:5.6b

FLUX.3 Image Klein 5.6B: sixteen-step generation and multi-reference image editing

q4
decision

winnow:12b

Winnow 12B: Gemma 4 typed decisions about text and images

Decision Index: #47 (49.27)
JevBench: #11 (68.89)
Typed Decisions: Publisher-reported (Teacher agreement (%): 70.00)
q8
decision

winnow:4b

Winnow E4B: efficient Gemma 4 typed decisions about text and images

Decision Index: #87 (38.73)
q8
text

qwen3.5:9b

Qwen3.5 9B: multilingual chat model with reasoning and image input

MMLU-Pro: Publisher-reported (Accuracy (%): 82.50)
q4q8
text

gemma4:4b

Gemma 4 E4B: efficient multilingual chat model with reasoning and image input

MMLU-Pro: Publisher-reported (Accuracy (%): 69.40)
q4q8
text

gemma4:12b

Gemma 4 12B: multilingual chat model with reasoning and image input

MMLU-Pro: Publisher-reported (Accuracy (%): 77.20)
q4q8
embedding

clm-v0.1:8b

CLM v0.1 8B: contrastive encoder for text ranking and embeddings

q4
embedding

embeddinggemma-2:740m

EmbeddingGemma 2 740M: multilingual text, image and audio embeddings

MTEB: Publisher-reported (Mean(Task), Multiple: 61.36)
q8
audio

qwen3-tts:1.7b

Qwen3-TTS 1.7B Base: multilingual text-to-speech with reference audio

Seed-TTS test set: Publisher-reported (WER (%): 0.77)
q4q8bf16
audio

pocket-tts-en:100m

Pocket TTS English: small CPU-friendly text-to-speech with voice cloning

bf16
audio

pocket-tts-de:100m

Pocket TTS German: small CPU-friendly text-to-speech with voice cloning

bf16
audio

pocket-tts-es:100m

Pocket TTS Spanish: small CPU-friendly text-to-speech with voice cloning

bf16
audio

pocket-tts-fr:100m

Pocket TTS French (24 layers): text-to-speech with voice cloning

bf16
audio

pocket-tts-it:100m

Pocket TTS Italian: small CPU-friendly text-to-speech with voice cloning

bf16
audio

pocket-tts-pt:100m

Pocket TTS Portuguese: small CPU-friendly text-to-speech with voice cloning

bf16
decision

clef-flash:9b

Clef Flash 9B: multimodal typed decisions with a joint schema head

Decision Index: #54 (47.61)
JevBench: #44 (36.64)
q4
decision

laya-multilingual:322m

Laya Multilingual: mmBERT encoder, multilingual (ggmlc)

q4q8
decision

laya-typed-decisions:421m

Laya Typed Decisions: encoder tuned for typed decisions (ggmlc)

Typed Decisions: Publisher-reported (Teacher agreement: 0.77)
q4q8
decision

decider:0.8b

Decider 0.8B: small Qwen3.5-based one-pass decision model

q4q8
decision

decider:4b

Decider 4B: Qwen3.5-based one-pass decision model (v2.1)

Decision Index: #80 (40.33)
q4q8
decision

decider-vision:2b

Decider 2B Vision: one-pass decisions about text and one image

q4q8

Quality benchmarks ​

Model typePrimary benchmark
textMMLU-Pro
decisionDecision Index
embeddingMTEB
imageArena Text-to-Image
audioSeed-TTS test set

Benchmark selection and verified model coverage.

Ranks require an exact verified upstream model identity, not a GGUF repository. MTEB membership is not a suite rank; HF model-card scores are publisher-reported and may use different datasets. Only confirmed benchmark entries are displayed. These results do not evaluate local quantizations.