mradermacher/aiqarus-agent-4b-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/aiqarus-agent-4b-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-06-17 05:04:15 +08:00
commit cdc77cc806
27 changed files with 230 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
aiqarus-agent-4b.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
aiqarus-agent-4b.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

95
README.md Normal file
View File

@@ -0,0 +1,95 @@
---
base_model: zeon01/aiqarus-agent-4b
datasets:
- vericava/sft-tool-calling-structured-output-v1
- interstellarninja/hermes_reasoning_tool_use
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- tool-calling
- agent
- enterprise
- qwen3
- qlora
- fine-tuned
---
## 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/zeon01/aiqarus-agent-4b
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#aiqarus-agent-4b-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/aiqarus-agent-4b-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/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-IQ1_S.gguf) | i1-IQ1_S | 1.2 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-IQ1_M.gguf) | i1-IQ1_M | 1.2 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.3 | |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.5 | |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-IQ2_S.gguf) | i1-IQ2_S | 1.5 | |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-IQ2_M.gguf) | i1-IQ2_M | 1.6 | |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.7 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-Q2_K.gguf) | i1-Q2_K | 1.8 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.8 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.9 | |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-Q3_K_S.gguf) | i1-Q3_K_S | 2.0 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-IQ3_S.gguf) | i1-IQ3_S | 2.0 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-IQ3_M.gguf) | i1-IQ3_M | 2.1 | |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-Q3_K_M.gguf) | i1-Q3_K_M | 2.2 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-Q3_K_L.gguf) | i1-Q3_K_L | 2.3 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.4 | |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-Q4_0.gguf) | i1-Q4_0 | 2.5 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-IQ4_NL.gguf) | i1-IQ4_NL | 2.5 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.5 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.6 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-Q4_1.gguf) | i1-Q4_1 | 2.7 | |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.9 | |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.i1-Q5_K_M.gguf) | i1-Q5_K_M | 3.0 | |
| [GGUF](https://huggingface.co/mradermacher/aiqarus-agent-4b-i1-GGUF/resolve/main/aiqarus-agent-4b.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 -->

3
aiqarus-agent-4b.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:89b12025641f1c4ab0f73a834858af51d5adc114ad8e3610ad6253e758668929
size 1127017856

3
aiqarus-agent-4b.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9937f25b0c15daa470b0b67d139d28fa7cfd54e1d9b994c5d590f818e51545d8
size 1055255936

3
aiqarus-agent-4b.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0b9e0e5a808d789ddc9bc57ec2e4d8114339f8a0d07725f9852387cb1fd10388
size 1512983936

3
aiqarus-agent-4b.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4877ad522e0b20e55bf265ae18515cf3cb7b5305e48f923291853fc0ec98b2ab
size 1417301376

3
aiqarus-agent-4b.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:863d2905922e3dc941748b806346f08ae5feec4b66bff7bbf7cdc96c2b28a4a2
size 1354100096

3
aiqarus-agent-4b.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d888c8ab9185210078fc4b594f6c7c3d432c29e9a12cacdeb24552727fdd2c09
size 1246621056

3
aiqarus-agent-4b.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e4083d33af74de0460bba1787d545643578982957bc15908f64b8f50759ee79a
size 1962896256

3
aiqarus-agent-4b.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:21f644aa91d0f67c4ff6d45270b18dec5bf0c71c7ca0e62c9808b9b4a07e0829
size 1899531136

3
aiqarus-agent-4b.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e05f8a9004852eb4e0f24d50d6a1190e01d948080569e0bc400139f411720e97
size 1814375296

3
aiqarus-agent-4b.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d27ebfefccc97b5673f26aad3d26471e3c5390a69461f29d900af7bde360d5db
size 1670188416

3
aiqarus-agent-4b.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:aeb3dd6bc65ae562b4e1fab34242a9b143cfca7b3c129ed9e61aeb3a1ae21e56
size 2381343616

3
aiqarus-agent-4b.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8405cb81806740ee84a1cc96b16f201f79c75d6b0ee7cca88e44d63073175183
size 2270751616

3
aiqarus-agent-4b.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:df88c9e57f9c92b1bb14b2dc3b0c92fd404724284a56ac17238d836991660f4e
size 1669499776

3
aiqarus-agent-4b.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3c16a63a31db54201a321663f1e1608b34cb71f11330ff6b84643547ebd655e2
size 1563454336

3
aiqarus-agent-4b.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e59122e38c1472e7d5461f8c146e70d5b4e9580ecc929c5bf39a959757d0f9b9
size 2239785856

3
aiqarus-agent-4b.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:216871994e0f390b92a6a1bf1e9db83ae6776aa9c3a8741b4dfb61bdf08431bb
size 2075618176

3
aiqarus-agent-4b.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:159f5555cb4bc1cef1ef89a5859801f98aaa91cab708fc692d60be0eff934a33
size 1886997376

3
aiqarus-agent-4b.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:abb8192b875eabc5013be6f02178a1852c3eb97fbf17c43835aeff62e6f0f889
size 2375773056

3
aiqarus-agent-4b.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:31fd6295bad64864254ec8741a63d929adfb3a0a13717c8cf902c06357b0a2be
size 2596629376

3
aiqarus-agent-4b.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:68aefe44dbc504b8b879e1cc11b25296b8cc86d75da64df48718a51efc253b8f
size 2497280896

3
aiqarus-agent-4b.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:47d9348274bc0290cf4bac76d852f0f128bd6d0fed18aafa668eca759ba9a760
size 2383309696

3
aiqarus-agent-4b.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b342329de5b5102d31cb609b89e8b5dd923ecce2bd4bd53f4e794fbb9dc5e673
size 2889513856

3
aiqarus-agent-4b.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:80b85a2ff4d640c5c55d1845037d5cef719e0f86604d08a982b9ddecd6dc802a
size 2823711616

3
aiqarus-agent-4b.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ec53cf859d25b73d7c1a0c3f2dc9e901a1aa0bbf18327fc0fc8cd0e9ebfe0307
size 3306261376

3
aiqarus-agent-4b.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:76ffbaf8d737eb054bb0d9ceb82747741b1a29c4962ba6502c1107f6fef7ec38
size 3872640