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Umt5 Xxl Encoder GGUF

This is a GGUF conversion of Google's UMT5 xxl model, specifically the encoder part.

KindModelBase modelgoogle/umt5-xxlVersionUmt5 xxl encoder F16

Model source

Kind
Model
File size
2.66–21.2 GB
Base model
google/umt5-xxl
Version
vUmt5 xxl encoder F16
Updated
Oct 2, 2026
Source
Hugging Face

Source description

This is a GGUF conversion of Google's UMT5 xxl model, specifically the encoder part.

The weights can be used with ./llama-embedding or with the ComfyUI-GGUF custom node together with image/video generation models.

This is a non imatrix quant as llama.cpp doesn't support imatrix creation for T5 models at the time of writing. It's therefore recommended to use Q5_K_M or larger for the best results, although smaller models may also still provide decent results in resource constrained scenarios.

Related resources

5 connections

Sources

1 source
Hugging FacePrimaryVersion b535255bee98c2b0a59ea7c0ae2dcd0c6657b3b7
huggingface.co/city96/umt5-xxl-encoder-gguf/tree/b535255bee98c2b0a59ea7c0ae2dcd0c6657b3b7

Verified Oct 2

Model artifacts

10 artifacts

umt5-xxl-encoder-F16.gguf

gguf · 10.6 GB · SHA-256 fa1d36fd54f1…bc48 · Hugging Face

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umt5-xxl-encoder-F32.gguf

gguf · 21.2 GB · SHA-256 8bc12d80bc04…6c3e · Hugging Face

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umt5-xxl-encoder-Q3_K_M.gguf

gguf · 2.85 GB · SHA-256 b7e2ca4c493c…dba7 · Hugging Face

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umt5-xxl-encoder-Q3_K_S.gguf

gguf · 2.66 GB · SHA-256 f64f8d6dc4d8…8a5c · Hugging Face

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umt5-xxl-encoder-Q4_K_M.gguf

gguf · 3.40 GB · SHA-256 17cf97a5bbbc…4a40 · Hugging Face

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umt5-xxl-encoder-Q4_K_S.gguf

gguf · 3.26 GB · SHA-256 4a3176f32fd7…89e0 · Hugging Face

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umt5-xxl-encoder-Q5_K_M.gguf

gguf · 3.86 GB · SHA-256 eaea358bb438…12ce · Hugging Face

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umt5-xxl-encoder-Q5_K_S.gguf

gguf · 3.77 GB · SHA-256 adbc782b9145…2def · Hugging Face

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umt5-xxl-encoder-Q6_K.gguf

gguf · 4.35 GB · SHA-256 9209b4c77b34…09ed · Hugging Face

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umt5-xxl-encoder-Q8_0.gguf

gguf · 5.63 GB · SHA-256 2521d4de0bf9…3bbc · Hugging Face

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Source excerpts

2 excerpts

--- base_model: google/umt5-xxl library_name: gguf license: apache-2.0 quantized_by: city96 language: en --- This is a GGUF conversion of [Google's UMT5 xxl model](https://huggingface.co/google/umt5-xxl), specifically the encoder part. The weights can be used with [`./llama-embedding`](https://github.com/ggerganov/llama.cpp/tree/master/examples/embedding) or with the [ComfyUI-GGUF](https://github.com/city96/ComfyUI-GGUF) custom node together with image/video generation models. This is a **non imatrix** quant as llama.cpp doesn't support imatrix creation for T5 models at the time of writing. It's therefore recommended to use **Q5_K_M or larger** for the best results, although smaller models may also still provide decent results in resource constrained scenarios.

Source context: 222304 downloads · 190 likes · Library gguf · Repo city96/umt5-xxl-encoder-gguf