mradermacher/ChatML-Nemo-Pro-V2-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/ChatML-Nemo-Pro-V2-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-10-10 17:21:17 +08:00
commit 18439054a8
27 changed files with 213 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
imatrix.dat filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-Q4_0_4_8.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-Q4_0_8_8.gguf filter=lfs diff=lfs merge=lfs -text
ChatML-Nemo-Pro-V2.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

3
ChatML-Nemo-Pro-V2.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cdcf4c34f413eb711246f148999979e290a9abfec40deb6dcbc9a7f474507a46
size 3221635360

3
ChatML-Nemo-Pro-V2.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3d97683fb37091e1063684033b0ba4b8a309a66faf094559457c12f56778af70
size 2999222560

3
ChatML-Nemo-Pro-V2.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:160c87ac202e21fc8757059fec7f1c72ab98688f182d4a0d6115fce5159d5db4
size 4435035456

3
ChatML-Nemo-Pro-V2.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c0a57230b91225311e662937e031a3cefc3556a6a3d4f5b7a5530422524bb246
size 4138485056

3
ChatML-Nemo-Pro-V2.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:180cb130713b6b0fff2a5ae4d33fdef3fd97b01f36ed06def0c7b2120a5bc4fd
size 3915088160

3
ChatML-Nemo-Pro-V2.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2e8c219d73e965a5681caf1f35a1d6f39f9a655b46eb96b432e22b91a3f25a37
size 3592323360

3
ChatML-Nemo-Pro-V2.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5dbcdff93028998ab9f897f85e9d60f6d01b1a1b8b36a672b93d920678dc8563
size 5722245792

3
ChatML-Nemo-Pro-V2.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b7660dead644f1974fd81bd44bd1439777bb6aa393179b05f705b3d9a833fce9
size 5562092192

3
ChatML-Nemo-Pro-V2.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ad3a1ddfce5982359cb19fd57bb6771623ba2b17f3a56b30a5a77539357cd1a9
size 5306501792

3
ChatML-Nemo-Pro-V2.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cf95fb394d535745055a71bfda0a9167d61e837c634a682310b9b6c93401715c
size 4945397056

3
ChatML-Nemo-Pro-V2.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b19d62719c6d5d2ec0bbbcb48769f21f0249504b388314798def2d8ba9f889a6
size 6742724256

3
ChatML-Nemo-Pro-V2.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4a00b2b35512b2ccc912c289b50a36565cfb3148ebd5ba7d2b6846d6bef004f1
size 4791060096

3
ChatML-Nemo-Pro-V2.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:eabe697b6884da3dbe6e26db1fc4398024ae8fe0d477c27823abf4460de88268
size 6561516192

3
ChatML-Nemo-Pro-V2.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1c46df60e86499c6e170023c62eeb9960ead6162e09d7f524c742479dd1eb890
size 6083103392

3
ChatML-Nemo-Pro-V2.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e73b8f770346f6a0dcb2b62c4a94f59baf57d0443a863da7ac5a52e421331518
size 5534239392

3
ChatML-Nemo-Pro-V2.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d3e4e7b6595cc0ff3470ae7d7eb51a1290b5eb9ceb4ecc726c7c2f1569300720
size 7094652896

3
ChatML-Nemo-Pro-V2.i1-Q4_0_4_4.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8b9cede81f6bd39bfbee92fec7f5803fcfd906a99fadb24a96b4141a0fa2e091
size 7071715296

3
ChatML-Nemo-Pro-V2.i1-Q4_0_4_8.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:133e8676feffc1aff6a42c9cea1782423a2a3f44af21613e5b4975ff1bd1f2f5
size 7071715296

3
ChatML-Nemo-Pro-V2.i1-Q4_0_8_8.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:60fed78e9cb7147132a98a9ec0dffc1a77ed1b05f32a1fb88e26ebb7a428da5a
size 7071715296

3
ChatML-Nemo-Pro-V2.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:943cddf1a04728f0dd4a3c50707a161cb0dd780b62fbc901dab39f33b14fabc8
size 7477219296

3
ChatML-Nemo-Pro-V2.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1d4d96559b143433aa8d89403603ad28be18207b6a3ef3d6016e13377cfe237b
size 7120211936

3
ChatML-Nemo-Pro-V2.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a5bc4c443be119f32a7f602c5b4610dc6c294e538e7bd0aa59b89d3b8bf3658b
size 8727647456

3
ChatML-Nemo-Pro-V2.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6419b9d6303ea7f80c542b103a7f08f651cac0200f2478cfda9502ac42b0d100
size 8518751456

3
ChatML-Nemo-Pro-V2.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:086e84c72a2fbb530ee654a75971e1a36b791f9572a109523db689cf456a9857
size 10056227392

78
README.md Normal file
View File

@@ -0,0 +1,78 @@
---
base_model: win10/ChatML-Nemo-Pro-V2
language:
- en
library_name: transformers
quantized_by: mradermacher
tags:
- mergekit
- merge
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
weighted/imatrix quants of https://huggingface.co/win10/ChatML-Nemo-Pro-V2
<!-- provided-files -->
static quants are available at https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-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/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-IQ1_S.gguf) | i1-IQ1_S | 3.1 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-IQ1_M.gguf) | i1-IQ1_M | 3.3 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.7 | |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.0 | |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-IQ2_S.gguf) | i1-IQ2_S | 4.2 | |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-IQ2_M.gguf) | i1-IQ2_M | 4.5 | |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-Q2_K.gguf) | i1-Q2_K | 4.9 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 5.0 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.4 | |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-Q3_K_S.gguf) | i1-Q3_K_S | 5.6 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-IQ3_S.gguf) | i1-IQ3_S | 5.7 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-IQ3_M.gguf) | i1-IQ3_M | 5.8 | |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-Q3_K_M.gguf) | i1-Q3_K_M | 6.2 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-Q3_K_L.gguf) | i1-Q3_K_L | 6.7 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-IQ4_XS.gguf) | i1-IQ4_XS | 6.8 | |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-Q4_0_4_4.gguf) | i1-Q4_0_4_4 | 7.2 | fast on arm, low quality |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-Q4_0_4_8.gguf) | i1-Q4_0_4_8 | 7.2 | fast on arm+i8mm, low quality |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-Q4_0_8_8.gguf) | i1-Q4_0_8_8 | 7.2 | fast on arm+sve, low quality |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-Q4_0.gguf) | i1-Q4_0 | 7.2 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-Q4_K_S.gguf) | i1-Q4_K_S | 7.2 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-Q4_K_M.gguf) | i1-Q4_K_M | 7.6 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-Q5_K_S.gguf) | i1-Q5_K_S | 8.6 | |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-Q5_K_M.gguf) | i1-Q5_K_M | 8.8 | |
| [GGUF](https://huggingface.co/mradermacher/ChatML-Nemo-Pro-V2-i1-GGUF/resolve/main/ChatML-Nemo-Pro-V2.i1-Q6_K.gguf) | i1-Q6_K | 10.2 | 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
imatrix.dat Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5b1dc36616cc84e9f62e75b0da0d47657c7f1b9db28cc9ca1d8120faed1be900
size 7054405