mradermacher/Qwen3-4B-Diversity-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/Qwen3-4B-Diversity-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-10-05 06:01:16 +08:00
commit 77b65f053f
27 changed files with 243 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
Qwen3-4B-Diversity.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-Diversity.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

3
Qwen3-4B-Diversity.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8345171b9740dc821a6ab1024f9440341da8d2ff718e8789ab091a5faf399639
size 1127022240

3
Qwen3-4B-Diversity.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6b3193e1d2341379c0be3cc48c2897589d4b51c772d82648748e4dc00f87395c
size 1055260320

3
Qwen3-4B-Diversity.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d6bf00797bb66c38a0739a42cd2355f58978a1252a04602ae0d4b0d77a8ac8d9
size 1512988320

3
Qwen3-4B-Diversity.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8cd11a91000d630ca54c6cc81c67561be91b2ca2bbafd30a63755f45bfaeac3f
size 1417305760

3
Qwen3-4B-Diversity.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4b87dbd4a5f3f661c55c3838b5727e9657830e2dec625273cb51fa1f16bb83f8
size 1354104480

3
Qwen3-4B-Diversity.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fb9c8c7b53fa70d7a562f2331e8aa0ddf12a1ee92fec8129812a6131622ecaaf
size 1246625440

3
Qwen3-4B-Diversity.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:27eda8f4ccd23fc8cca0da5577bd5d73ff4a32826059bb44808d99457a89b217
size 1962900640

3
Qwen3-4B-Diversity.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e69b2ab846c624377332cf94b477affe13b2e258ace79688e7c9acf2bbbcf246
size 1899535520

3
Qwen3-4B-Diversity.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c4a8d5ba16b0a5d3268330c4eaa445169f6ff7952cf023e410ea04d65b506746
size 1814379680

3
Qwen3-4B-Diversity.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c91753bf482bb5e3779bd396ee267165ac30688862591111f4e65434ab075583
size 1670192800

3
Qwen3-4B-Diversity.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b286a6ee1dc4fc1de6e4f008736487f6363561c510727875a60742c1b5eeb09d
size 2381348000

3
Qwen3-4B-Diversity.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fe705235ce21c16d24ac73f7d2d6234ffc086cd1088a38cb32aeb0edf8661272
size 2270756000

3
Qwen3-4B-Diversity.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d1904a66baac17ee9957c6920e35dd2df3f7fe50d5ad54d1116f1783a70d650b
size 1669504160

3
Qwen3-4B-Diversity.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ae5cde22b5764bff18a80368c2f46dd8c75ff51bb3ba3ff710d05e2e3c9e38d6
size 1563458720

3
Qwen3-4B-Diversity.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0282a4def8acebc48c0a6b8f4c2ab3ffe94ef69e11ef016b9bc8c8caa15038f3
size 2239790240

3
Qwen3-4B-Diversity.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e0f54948cb56a3ed912a566f8226d2862a97bc85f48439fedc145ce8cc3ad2c9
size 2075622560

3
Qwen3-4B-Diversity.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:79518e98b6ba62f32700b417c7220694417343bf1b14f5fa81f4588b1de46c79
size 1887001760

3
Qwen3-4B-Diversity.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:202c1b66c5dd00674f176edef5698e6542657fe98cb86723a2bb490845d1d00a
size 2375777440

3
Qwen3-4B-Diversity.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6be2ffb37c2762219c336fd7945849c49ec91332f8e8980774e411f33b6aadde
size 2596633760

3
Qwen3-4B-Diversity.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:72be2cc0fa361def78918ab0ccc03f03ed7a0df16b9a42f1b28d951458cd4dac
size 2497285280

3
Qwen3-4B-Diversity.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:83a0a51a62698afbad6d6d9b46e36383f0af9ed50682e99b609b54b43b21a663
size 2383314080

3
Qwen3-4B-Diversity.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:55baa5076a6fcd7717886c18f4fce6f10b88bcad8f801405689ad3d9a99bed54
size 2889518240

3
Qwen3-4B-Diversity.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:aadf9707a16e11c48a1f894e79d3f2987c9ca1bc7635c8032f9cbeca28c11423
size 2823716000

3
Qwen3-4B-Diversity.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:013dd7be0efe5889929a37958b790bbbb3814c28d3b2c5aa65acdb60f4fb7ad9
size 3306265760

3
Qwen3-4B-Diversity.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f5c8d927cf74ba26f67f0dd510c9b7ac9ff557fb23a3a65700f45be47334adbb
size 3872640

108
README.md Normal file
View File

@@ -0,0 +1,108 @@
---
base_model: hadadxyz/Qwen3-4B-Diversity
datasets:
- ianncity/KIMI-K2.5-550000x
- Jackrong/Qwen3.5-reasoning-700x
- nohurry/Opus-4.6-Reasoning-3000x-filtered
- TeichAI/claude-4.5-opus-high-reasoning-250x
- TeichAI/gemini-3-pro-preview-high-reasoning-250x
- TeichAI/claude-haiku-4.5-high-reasoning-1700x
- TeichAI/gpt-5.2-high-reasoning-250x
- Roman1111111/gemini-3.1-pro-hard-high-reasoning
- Jackrong/glm-4.7-multiturn-CoT
- bmeyer2025/glm5-reasoning-traces
- TeichAI/claude-sonnet-4.5-high-reasoning-250x
- TeichAI/deepseek-v3.2-speciale-openr1-math-3k
- TeichAI/deepseek-v3.2-speciale-OpenCodeReasoning-3k
- TeichAI/deepseek-v3.2-speciale-1000x
- TeichAI/gpt-5-codex-1000x
language:
- en
library_name: transformers
license: apache-2.0
license_link: https://huggingface.co/hadadxyz/Qwen3-4B-Diversity/blob/main/LICENSE
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- distillation
- distilled
- sft
- peft
- qwen3
---
## 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/hadadxyz/Qwen3-4B-Diversity
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-4B-Diversity-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/Qwen3-4B-Diversity-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/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-IQ1_S.gguf) | i1-IQ1_S | 1.2 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-IQ1_M.gguf) | i1-IQ1_M | 1.2 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.3 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.5 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-IQ2_S.gguf) | i1-IQ2_S | 1.5 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-IQ2_M.gguf) | i1-IQ2_M | 1.6 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.7 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-Q2_K.gguf) | i1-Q2_K | 1.8 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.8 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.9 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-Q3_K_S.gguf) | i1-Q3_K_S | 2.0 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-IQ3_S.gguf) | i1-IQ3_S | 2.0 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-IQ3_M.gguf) | i1-IQ3_M | 2.1 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-Q3_K_M.gguf) | i1-Q3_K_M | 2.2 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-Q3_K_L.gguf) | i1-Q3_K_L | 2.3 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-Q4_0.gguf) | i1-Q4_0 | 2.5 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-IQ4_NL.gguf) | i1-IQ4_NL | 2.5 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.5 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.6 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-Q4_1.gguf) | i1-Q4_1 | 2.7 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.9 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.i1-Q5_K_M.gguf) | i1-Q5_K_M | 3.0 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Diversity-i1-GGUF/resolve/main/Qwen3-4B-Diversity.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 -->