mradermacher/Nexa-AI-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/Nexa-AI-4B-Instruct-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-08-11 23:01:19 +08:00
commit b764d81bab
27 changed files with 232 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
Nexa-AI-4B-Instruct.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Nexa-AI-4B-Instruct.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

3
Nexa-AI-4B-Instruct.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9fe35474768bb9464365644620a3158e561ed10b656226f523f4ae6a0716971d
size 1127016928

3
Nexa-AI-4B-Instruct.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:be872082a66bb53d251f8dd61ba92814b27430353947496975b9dc70863884a2
size 1055255008

3
Nexa-AI-4B-Instruct.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:60407897f6940b34c3ca117e7c89748a38e48bc8d927f9a96fbe304e73a4a7e7
size 1512983008

3
Nexa-AI-4B-Instruct.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:04d5210d3e52c65ab9fe00ee408c708e93b14d49bc177d622bf62cfd97f5ab99
size 1417300448

3
Nexa-AI-4B-Instruct.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:bfef1ce63b4443aa57a98f655af9ba4892af68325d5876f922491787ae8e7d7b
size 1354099168

3
Nexa-AI-4B-Instruct.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:48de8570636b4d3f25f6844a968e2dd5c5138030b02185b777d673c1515b8df7
size 1246620128

3
Nexa-AI-4B-Instruct.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d3dfc4d404f89d7f7641871242924b3a08c0f5f118e406f371e09f39ddc501f9
size 1962895328

3
Nexa-AI-4B-Instruct.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d922bf2f4111e2f448527f9362692932aa30e08125ced0ee3923ea0d6675794d
size 1899530208

3
Nexa-AI-4B-Instruct.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d9d862fd15e293e5b1434c4cb3b75f62297407a7765ad1484e4e81553befdeb7
size 1814374368

3
Nexa-AI-4B-Instruct.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:42fa751a997286675ad5a35dcb0f2424b6dfb0a9d60366dfb5b322130b8ce6d9
size 1670187488

3
Nexa-AI-4B-Instruct.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:077ef3898ad804df57bfde67847f022e091d5d6fc3325a643c05eef0bf551d8b
size 2381342688

3
Nexa-AI-4B-Instruct.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2af6959dd968c0e32b02e806249ed44796dd74143cb32faf0a39dae424d532de
size 2270750688

3
Nexa-AI-4B-Instruct.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ea6cf3b1bacd0a5f2cc7099aadf1464af0fc439560752f758441914eae2423b5
size 1669498848

3
Nexa-AI-4B-Instruct.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:735957cbb25d1fa5f41fb983cc2a7e58213c4e735d131864868fbf9d7af1d584
size 1563453408

3
Nexa-AI-4B-Instruct.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:119873c7ff60d346183c78f04039be367b0c68b980ab4a109de117a2365c96da
size 2239784928

3
Nexa-AI-4B-Instruct.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6c0c904ee8019154c9a4823819486d7a9cd410cd7c6bb5c273f7e2bd2915c169
size 2075617248

3
Nexa-AI-4B-Instruct.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3d865d6ec662f3aafd5b8f17e4631b2c7729667fc91bd195d8c10e51e64285a3
size 1886996448

3
Nexa-AI-4B-Instruct.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cd11ee67daa29a3a030ff412bbd38a71e7a19c3743c7edd7ca19e0537815f0e2
size 2375772128

3
Nexa-AI-4B-Instruct.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ffa715e2a2955660acd16bca7f369a3fd9cc92102f9c38c0a9f42b38f8850a78
size 2596628448

3
Nexa-AI-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:e29bc5c645fceb6c20a37229937493ed059e9835f94be669aff933b73d7da2b2
size 2497279968

3
Nexa-AI-4B-Instruct.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8569265ad757c33f7c4f216e591685c22628e3145d5b697b41df6a1c27db6257
size 2383308768

3
Nexa-AI-4B-Instruct.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9e105a2b3b033fd1473e3c457c3f6a7d257837b73a64781a43a3f1a4fe7add7e
size 2889512928

3
Nexa-AI-4B-Instruct.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0dc718c56d2fe3ab2ab6cfd64fde12f8c47cc1d8e1ee81181bf1bb89f9a93478
size 2823710688

3
Nexa-AI-4B-Instruct.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:595ea94d985325a31f791cef14bffdddcb2b0aa87ed8243273d72fa678b24b61
size 3306260448

3
Nexa-AI-4B-Instruct.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e0c88aa63d300bbcaa901eb2a1a87b329a5c75656b3591d259c8f802b2f508b7
size 3872640

97
README.md Normal file
View File

@@ -0,0 +1,97 @@
---
base_model: Neura-Tech-AI/Nexa-AI-4B-Instruct
language:
- en
- hi
- zh
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- Neura Tech AI
- Lumina AI
- Nexa AI
- instruct
- llm
- transformer
- qwen
- multilingual
- conversational
---
## 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/Neura-Tech-AI/Nexa-AI-4B-Instruct
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Nexa-AI-4B-Instruct-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/Nexa-AI-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/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-IQ1_S.gguf) | i1-IQ1_S | 1.2 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-IQ1_M.gguf) | i1-IQ1_M | 1.2 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.3 | |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.5 | |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-IQ2_S.gguf) | i1-IQ2_S | 1.5 | |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-IQ2_M.gguf) | i1-IQ2_M | 1.6 | |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.7 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-Q2_K.gguf) | i1-Q2_K | 1.8 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.8 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.9 | |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-Q3_K_S.gguf) | i1-Q3_K_S | 2.0 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-IQ3_S.gguf) | i1-IQ3_S | 2.0 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-IQ3_M.gguf) | i1-IQ3_M | 2.1 | |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-Q3_K_M.gguf) | i1-Q3_K_M | 2.2 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-Q3_K_L.gguf) | i1-Q3_K_L | 2.3 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.4 | |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-Q4_0.gguf) | i1-Q4_0 | 2.5 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-IQ4_NL.gguf) | i1-IQ4_NL | 2.5 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.5 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.6 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-Q4_1.gguf) | i1-Q4_1 | 2.7 | |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.9 | |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-Q5_K_M.gguf) | i1-Q5_K_M | 3.0 | |
| [GGUF](https://huggingface.co/mradermacher/Nexa-AI-4B-Instruct-i1-GGUF/resolve/main/Nexa-AI-4B-Instruct.i1-Q6_K.gguf) | i1-Q6_K | 3.4 | 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 -->