mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-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/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-05-27 04:10:18 +08:00
commit 52acbe689b
26 changed files with 228 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

59
.gitattributes vendored Normal file
View File

@@ -0,0 +1,59 @@
*.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
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:bdcda6f63c8efa67adbd7a56fadc5e94c9c754aa73c5b5e0ab8d299d927c53cb
size 7078292864

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c22fea96282663766e8d5203728c5b7070e8867097c7e0c27caa833a9f84d19a
size 6416510336

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:87b10339cc88a21c92e22614141f32f44927984788b7d1783461ce934ef0030a
size 10169509248

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b11577a6fc72ff080b5cf85f3ec100b3d0797ef22886d759219b70a083b9257f
size 9287132544

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cafa9ff1ddaf04f5e096d3a7e75f015cdb551164226655f8627e4c10687d4913
size 9076223360

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e72aa43926c0c7b16c3cefa31d4bc66e529408e594ed61f62f00d1cfb4b0541f
size 8181263744

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7f0df072a23e4fccd667cb0fb98a30648e4ff1e02cc237e21abcf75a4bb5e694
size 13513063808

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b8328aabe99f36623cf0d93512be4c6925b3aeaad177a1e4476c8e4f3f2b784a
size 13299154304

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:00096d7ff397e8b961ee46f086551e514d137f058bb117e06c5eea435549ccf1
size 12598443392

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8024469a964f30448c73d0e160d39a2d7fcb3d15842b59125c029d5e45793c29
size 11849328000

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:111d1ac084f4cb076521ce8c6c62b2574347f2821349d4867ff2a0c1d287cb86
size 16368350592

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f0f707dfb51c0918619ae0f563bd5ec778e57e83ac7f29912fa31790f17504e3
size 11258611072

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:09051643dc48bdd18dd1b013649c389ce3c20b4808f242cb82e6200a56b3c168
size 10519364992

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f9007679d135c2da6a934585c22b956002fa3396bf3a14cf8429444754a192ed
size 15900671360

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:11ae22e14471d3d042a1d85de9a1bc1206254b0feb9ea9db8c81d2754194e850
size 14711848320

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9396cff83867ea185aded750f1899f7bede882d70eb59d7ce7b2d81daf59f502
size 13292469632

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:abcf4f991bff6526f900f6fe72532d79ebe7904108b715163989b357e6cc89b8
size 17379988864

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:206c30b52e70bc51669c169dcc4df0f12f4173700ba3bda4c524482b0a90ae12
size 19192501632

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8ff62c29b0afaa565c8bd1cda3dfdcea8eaadd20d4af5781012fed8fd21e1086
size 18556687744

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:50f070cfdcb48a165373f45160399ac2a8db968dc8415296e67de2df3da32a11
size 17456010624

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0beb09fb68d350200d5b10a17cfb3b145f9dbd760d11ca797bb5d069059a3d94
size 21725582720

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:688bfe07e0c89c672365b229040b79647fa63b3a98d7491c13db16f60192ba50
size 21080511872

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0115cf4d95b229a6b7df0e7307e523cf1e2c54eadc961f8cb743985bbd092917
size 25092533632

3
Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:15aa3d82c7ab66d53ea287da150092d9ace685ab60e5df9e3c1bb0c46a7f3a6c
size 122029312

97
README.md Normal file
View File

@@ -0,0 +1,97 @@
---
base_model: DavidAU/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning
datasets:
- TeichAI/glm-4.7-350x
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- finetune
- unsloth
- claude-4.5-opus
- reasoning
- thinking
- distill-fine-tune
- moe
- 128 experts
- 256k context
- mixture of experts
---
## 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/DavidAU/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-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/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.imatrix.gguf) | imatrix | 0.2 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ1_S.gguf) | i1-IQ1_S | 6.5 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ1_M.gguf) | i1-IQ1_M | 7.2 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 8.3 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ2_XS.gguf) | i1-IQ2_XS | 9.2 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ2_S.gguf) | i1-IQ2_S | 9.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ2_M.gguf) | i1-IQ2_M | 10.3 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q2_K_S.gguf) | i1-Q2_K_S | 10.6 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q2_K.gguf) | i1-Q2_K | 11.4 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 11.9 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ3_XS.gguf) | i1-IQ3_XS | 12.7 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q3_K_S.gguf) | i1-Q3_K_S | 13.4 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ3_S.gguf) | i1-IQ3_S | 13.4 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ3_M.gguf) | i1-IQ3_M | 13.6 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q3_K_M.gguf) | i1-Q3_K_M | 14.8 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q3_K_L.gguf) | i1-Q3_K_L | 16.0 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-IQ4_XS.gguf) | i1-IQ4_XS | 16.5 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q4_0.gguf) | i1-Q4_0 | 17.5 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q4_K_S.gguf) | i1-Q4_K_S | 17.6 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q4_K_M.gguf) | i1-Q4_K_M | 18.7 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q4_1.gguf) | i1-Q4_1 | 19.3 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q5_K_S.gguf) | i1-Q5_K_S | 21.2 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q5_K_M.gguf) | i1-Q5_K_M | 21.8 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning-i1-GGUF/resolve/main/Qwen3-30B-A3B-Thinking-2507-GLM-4.7-Flash-High-Reasoning.i1-Q6_K.gguf) | i1-Q6_K | 25.2 | 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 -->