mradermacher/Vero-MiMo-7B-i1-GGUF
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity

初始化项目，由ModelHub XC社区提供模型

Browse Source 
Model: mradermacher/Vero-MiMo-7B-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-04-30 23:11:26 +08:00
commit f7a8124084
27 changed files with 228 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

60
.gitattributes vendored Normal file
View File

@@ -0,0 +1,60 @@
*.7z filter=lfs diff=lfs merge=lfs -text
*.arrow filter=lfs diff=lfs merge=lfs -text
*.bin filter=lfs diff=lfs merge=lfs -text
*.bz2 filter=lfs diff=lfs merge=lfs -text
*.ckpt filter=lfs diff=lfs merge=lfs -text
*.ftz filter=lfs diff=lfs merge=lfs -text
*.gz filter=lfs diff=lfs merge=lfs -text
*.h5 filter=lfs diff=lfs merge=lfs -text
*.joblib filter=lfs diff=lfs merge=lfs -text
*.lfs.* filter=lfs diff=lfs merge=lfs -text
*.mlmodel filter=lfs diff=lfs merge=lfs -text
*.model filter=lfs diff=lfs merge=lfs -text
*.msgpack filter=lfs diff=lfs merge=lfs -text
*.npy filter=lfs diff=lfs merge=lfs -text
*.npz filter=lfs diff=lfs merge=lfs -text
*.onnx filter=lfs diff=lfs merge=lfs -text
*.ot filter=lfs diff=lfs merge=lfs -text
*.parquet filter=lfs diff=lfs merge=lfs -text
*.pb filter=lfs diff=lfs merge=lfs -text
*.pickle filter=lfs diff=lfs merge=lfs -text
*.pkl filter=lfs diff=lfs merge=lfs -text
*.pt filter=lfs diff=lfs merge=lfs -text
*.pth filter=lfs diff=lfs merge=lfs -text
*.rar filter=lfs diff=lfs merge=lfs -text
*.safetensors filter=lfs diff=lfs merge=lfs -text
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
*.tar.* filter=lfs diff=lfs merge=lfs -text
*.tar filter=lfs diff=lfs merge=lfs -text
*.tflite filter=lfs diff=lfs merge=lfs -text
*.tgz filter=lfs diff=lfs merge=lfs -text
*.wasm filter=lfs diff=lfs merge=lfs -text
*.xz filter=lfs diff=lfs merge=lfs -text
*.zip filter=lfs diff=lfs merge=lfs -text
*.zst filter=lfs diff=lfs merge=lfs -text
*tfevents* filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
Vero-MiMo-7B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

93
README.md Normal file
View File

@@ -0,0 +1,93 @@
---
base_model: zlab-princeton/Vero-MiMo-7B
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- vero
- vision-language-model
- multimodal
- visual-reasoning
- reinforcement-learning
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
<!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_K_M Q4_0 IQ3_XS Q4_1 IQ3_S -->
<!-- ### quants_skip: -->
<!-- ### skip_mmproj: -->
weighted/imatrix quants of https://huggingface.co/zlab-princeton/Vero-MiMo-7B
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Vero-MiMo-7B-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/Vero-MiMo-7B-GGUF
**This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/Vero-MiMo-7B-GGUF).**
## Usage
If you are unsure how to use GGUF files, refer to one of [TheBloke's
READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
more details, including on how to concatenate multi-part files.
## Provided Quants
(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
| Link | Type | Size/GB | Notes |
|:-----|:-----|--------:|:------|
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.1 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.2 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-IQ2_S.gguf) | i1-IQ2_S | 2.8 | |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-IQ2_M.gguf) | i1-IQ2_M | 3.0 | |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.0 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-Q2_K.gguf) | i1-Q2_K | 3.2 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.3 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.5 | |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-IQ3_M.gguf) | i1-IQ3_M | 3.8 | |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.0 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.4 | |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-Q4_0.gguf) | i1-Q4_0 | 4.6 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.6 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-Q4_1.gguf) | i1-Q4_1 | 5.0 | |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 | |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | |
| [GGUF](https://huggingface.co/mradermacher/Vero-MiMo-7B-i1-GGUF/resolve/main/Vero-MiMo-7B.i1-Q6_K.gguf) | i1-Q6_K | 6.4 | practically like static Q6_K |
Here is a handy graph by ikawrakow comparing some lower-quality quant
types (lower is better):
![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)
And here are Artefact2's thoughts on the matter:
https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
## FAQ / Model Request
See https://huggingface.co/mradermacher/model_requests for some answers to
questions you might have and/or if you want some other model quantized.
## Thanks
I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
me use its servers and providing upgrades to my workstation to enable
this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.
<!-- end -->

3
Vero-MiMo-7B.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:96cb506992f3ea09d5cb54e578383a5e3da66b429316bd5033111ad68adf8403
size 2129769376

3
Vero-MiMo-7B.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6f1cdc82db66a133b68c16769e3da10e9b5e3ad551dbaa4310998c896d022016
size 2002170784

3
Vero-MiMo-7B.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:49cb943cf95c747cbf88f2ae1c5c78900b0bf05cd5c283fbb03bec5345c479f7
size 2867921824

3
Vero-MiMo-7B.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:89692834dd9cdcbc1321ad9993ddb9906a293d1207fe7f3208819bc5c2dbf29d
size 2697790368

3
Vero-MiMo-7B.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6459a61311bdbc868a5bf4074d30f69abe1ce2080fc61b85e0b9e9c92d3ed960
size 2531439520

3
Vero-MiMo-7B.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:60e85908ad566c109e9da7070ccda12d12726dd1c908a8b0a6eb18be1cd7abcc
size 2342433696

3
Vero-MiMo-7B.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d833f4d642e973164650060ded1b3bb9fda726e182f94e4345b74649cc215de3
size 3650065312

3
Vero-MiMo-7B.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ac182671f296dad919d76bfdf2ea037aa07e28e3d6e47fb57dd9cba287f3d797
size 3545895840

3
Vero-MiMo-7B.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:01f6c51def29377ff6a516cc77cc9ecf0495d065f92458f5650a702df851bb18
size 3396375456

3
Vero-MiMo-7B.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fe8f7be014eff8c682d84312ce820bc1c97dbe8e487c2869a7ebe3ab3d43e72b
size 3152544672

3
Vero-MiMo-7B.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:aa472178a23d44f0dfb2229e661fe13ada50752166a7c1ac7d97dba45001228a
size 4474512288

3
Vero-MiMo-7B.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:312a91fc1c2c60ff8d226b21b6cbd9d67fb84f33e5762457b2836f2a95f29573
size 4260455328

3
Vero-MiMo-7B.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:75b734a66fdf2b4bf2e382f1ee1cd5f7399bdce70368d69c73660aae2619dd03
size 3076408224

3
Vero-MiMo-7B.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3c6aadd149b86462f60bd565a9fc04af3a616eb9517c1029413652637a5154cc
size 2892481440

3
Vero-MiMo-7B.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e206621b2d969693df4075d96b4e067253225df81288689bfef893902be3d069
size 4138963872

3
Vero-MiMo-7B.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:89c32d4558eb1c5a47b5d18828ce6ab5d153c21c40e0c30643e85f3b52bbded8
size 3854013344

3
Vero-MiMo-7B.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f44b77916e27c3c10528e44aee44e2a7116bf0e96531fc39989b4dfb5dd75f22
size 3525841824

3
Vero-MiMo-7B.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:16bf9c0aadf12b23241f0ace9f887fee60add0cc2fdb1d68c90f46fe920f084c
size 4466910112

3
Vero-MiMo-7B.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ca9b9717452bef946aa1145cc43bbba9104693912c8eb86fea3e304b20976c71
size 4893189024

3
Vero-MiMo-7B.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:09eaeec978c519ed7d89ca8705c8de6ef0ce85369a2f37959860b87a97daeae0
size 4684342176

3
Vero-MiMo-7B.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f8034860dd6ddfc51f4d2fde89119fb1d115c06fbf58a5798a33cf8cddc2530d
size 4480279456

3
Vero-MiMo-7B.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:db5b17b45d237a920c551724aa907b28b8f5149c03402de7b19574e545750e49
size 5448557472

3
Vero-MiMo-7B.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5031e831989cb30210275ba83b09ef75bfad43d917eb75b36fbaf835d8910f52
size 5330740128

3
Vero-MiMo-7B.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b6342088b2d6255d5360416660c1ca3752b2d3d8bf52f9289462c69912829c5e
size 6260536224

3
Vero-MiMo-7B.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f4ef1e1217ed46bdcee108e0420d78c4c4da8ef641cb1c9dd667025df5f085af
size 5162880