mradermacher/Rio-3.1-Open-4B-Instruct-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/Rio-3.1-Open-4B-Instruct-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-10-09 11:39:16 +08:00
commit 52968591fa
27 changed files with 219 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
Rio-3.1-Open-4B-Instruct.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Rio-3.1-Open-4B-Instruct.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

84
README.md Normal file
View File

@@ -0,0 +1,84 @@
---
base_model: prefeitura-rio/Rio-3.1-Open-4B-Instruct
language:
- en
library_name: transformers
mradermacher:
readme_rev: 1
quantized_by: mradermacher
---
## 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/prefeitura-rio/Rio-3.1-Open-4B-Instruct
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Rio-3.1-Open-4B-Instruct-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-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/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-IQ1_S.gguf) | i1-IQ1_S | 1.3 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-IQ1_M.gguf) | i1-IQ1_M | 1.4 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.5 | |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.6 | |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-IQ2_S.gguf) | i1-IQ2_S | 1.7 | |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-IQ2_M.gguf) | i1-IQ2_M | 1.8 | |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.8 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-Q2_K.gguf) | i1-Q2_K | 1.9 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.9 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-IQ3_XS.gguf) | i1-IQ3_XS | 2.1 | |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-Q3_K_S.gguf) | i1-Q3_K_S | 2.2 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-IQ3_S.gguf) | i1-IQ3_S | 2.2 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-IQ3_M.gguf) | i1-IQ3_M | 2.2 | |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-Q3_K_M.gguf) | i1-Q3_K_M | 2.3 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-Q3_K_L.gguf) | i1-Q3_K_L | 2.5 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.6 | |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-Q4_0.gguf) | i1-Q4_0 | 2.7 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-IQ4_NL.gguf) | i1-IQ4_NL | 2.7 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.7 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.8 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-Q4_1.gguf) | i1-Q4_1 | 2.9 | |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-Q5_K_S.gguf) | i1-Q5_K_S | 3.2 | |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-Q5_K_M.gguf) | i1-Q5_K_M | 3.3 | |
| [GGUF](https://huggingface.co/mradermacher/Rio-3.1-Open-4B-Instruct-i1-GGUF/resolve/main/Rio-3.1-Open-4B-Instruct.i1-Q6_K.gguf) | i1-Q6_K | 3.7 | 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
Rio-3.1-Open-4B-Instruct.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1d2cb38ee097dad6afd611040323fd73685b836e51717b25823a63dde47270e5
size 1254643360

3
Rio-3.1-Open-4B-Instruct.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5e390fbf88cd7327d85929f1dd33bd51b92c54066c873b16330add041b08e13d
size 1182881440

3
Rio-3.1-Open-4B-Instruct.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f727017cb90ea40bef001a3396282f4a3af9fb6867421b787c5b76c69bfe88fb
size 1680112800

3
Rio-3.1-Open-4B-Instruct.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a542c2980e9c1e800bd69f5de2437fb15e3d21f99f161def1a7875701ba3437d
size 1584430240

3
Rio-3.1-Open-4B-Instruct.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b75001e8f38b68a5d6cb8c01892e433b4a9d6a4eba762a7938d2f5c087458b7b
size 1481725600

3
Rio-3.1-Open-4B-Instruct.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:228d3ac5c09b8af2f17b39854509e821b2956353f150ffcf54df02f913338ac0
size 1374246560

3
Rio-3.1-Open-4B-Instruct.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:07b2dedee17ce2e4bca79196f7ce1d96f81675c9b1a016c995be949a97e7ecc9
size 2130025120

3
Rio-3.1-Open-4B-Instruct.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:167a8e76da0e1a8369fa482bbe493566d48c1c1945a1c6dea529655de46a3da3
size 2066660000

3
Rio-3.1-Open-4B-Instruct.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:efebaf2ef71937d0fbb0354fa051ff1bfedd46b8e225b2f30c785d75dd94e5cf
size 1981504160

3
Rio-3.1-Open-4B-Instruct.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:38a2a9de482b29f476372a410fbd24df2321b3c85383f0f0f7028e356d4aded2
size 1837317280

3
Rio-3.1-Open-4B-Instruct.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cfebf8becc21e663b8e9902513b8dd5ba7a1bd5ac58bbd77a4cdc96fc26d96c8
size 2600130720

3
Rio-3.1-Open-4B-Instruct.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:86dcda76d28048f0cf77be58c6baa4dcb230ac96e0adf57d6507f4f1e6a95fdb
size 2477383840

3
Rio-3.1-Open-4B-Instruct.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b2b497864c1a5f184f95439e576a4dd57f861ad08d1526e41c6a8d9396ef0589
size 1797125280

3
Rio-3.1-Open-4B-Instruct.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8f8cf792fc7ddf0525ea6001ffb29b2a72c646f64bc40c86aa84d801ea471619
size 1691079840

3
Rio-3.1-Open-4B-Instruct.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3d7d0e66f16c3e30f1ebb14114c72d8576002acd6fdf4e49d38c883951406816
size 2406914720

3
Rio-3.1-Open-4B-Instruct.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1827ea633ad935a58d610df36b37f2fab6f68f721039488674caaff781898e7a
size 2242747040

3
Rio-3.1-Open-4B-Instruct.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3072d03a08bc26ec3f91cd67d478a9a2ad9012de108e3811907a6f91db320c47
size 2054126240

3
Rio-3.1-Open-4B-Instruct.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ad29d7763d3031c06a871422eada594101e3760bfdb2ea998b4fd14bb8a22741
size 2594560160

3
Rio-3.1-Open-4B-Instruct.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3923d309693d44c8653df6a078ad3a8dfe457c1f3bcea84f20046b227bf687d4
size 2839726240

3
Rio-3.1-Open-4B-Instruct.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0f01bf47b75c732746e02b4ab9271ab985e3053e1b28e49095197687d7b332c5
size 2716068000

3
Rio-3.1-Open-4B-Instruct.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:702371c37ee1e3dbcdb1284a19bebab4c6b7a5ceaae15912283660a5dc2774bf
size 2602096800

3
Rio-3.1-Open-4B-Instruct.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5053a9dea443b41071046c08881f17053078e5ae06ad47cecbf4656b60d8a2d1
size 3156920480

3
Rio-3.1-Open-4B-Instruct.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f54bc8cd0c934bb5243f345ddc1d1b86278215d1fd1848a12c59ea0f14b1675f
size 3091118240

3
Rio-3.1-Open-4B-Instruct.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:89168c3392563ccd44d1aeab01c21ba58c5421d3b511043be4bb4cca4274c32d
size 3625326240

3
Rio-3.1-Open-4B-Instruct.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ebee0151d1e67899f4954b710020fb657f00cf526c176f1f73eaf9993a333183
size 3872640