mradermacher/GLM-4.7-Flash-REAP-23B-A3B-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/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-05-10 19:00:59 +08:00
commit af41cf5701
26 changed files with 221 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
GLM-4.7-Flash-REAP-23B-A3B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

3
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:bc6143bc3732976dd9cccf05f0c85cf92586a431b20538db0e0093da2ce577a5
size 5328353312

3
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:da03b02963a11138140c633916b5440aac5166595eac10817fdf363a32bf73ac
size 4825795616

3
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9299de9926fd1ae1ccb68c418fc76d47f53b9b0bdf1e2b8de58213e6cd5045cd
size 7656463392

3
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:27449379c9b2d5b5cf0901216ea3ccb4d8e35899af04d656f6357c8c7f520dd9
size 6986386464

3
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:73f4da7aad20c7cac8ee2b5826767b18bb5df0b83bf96652d64b23452817a454
size 6851427360

3
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5cea2583c17d477b8c33b983bf1307e1946fe20135324081ca76ff7517c6c582
size 6165949472

3
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2600244da30d11c2b21e93b5eac9ec9749e08be2f1a192b3fa441bb5410c71d5
size 10193986592

3
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2d0be5f9909d42050441a3e8482b2d2a1e3f115aa873d8d516c3801dd5711ab3
size 10043860000

3
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:96683e74df590b4409d1a1f007a30600049ced5109d0f2128c7755b77fc2a824
size 9523635232

3
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:80575b3116d98d4397119432ebf831108b2e2ab3700a0495ac8f4627d5f0907b
size 8981183520

3
GLM-4.7-Flash-REAP-23B-A3B.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:496cca0e22f34729092be2753be6f976f02c4835b4ecb90c3686eac4ce1bcd44
size 12337317920

3
GLM-4.7-Flash-REAP-23B-A3B.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3de30cc0886465acb58524941d30102384344507057fa753911d3cad3aca4da4
size 8522711072

3
GLM-4.7-Flash-REAP-23B-A3B.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1a0b44a77d879c0e73848e8f834763655a5ca9867972d7e02065c2961aa6746a
size 7899824160

3
GLM-4.7-Flash-REAP-23B-A3B.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:048bbbfed359b9d76647c8246f27bd7aa41fe17abea2e068005e05db9a7e1da6
size 12004336672

3
GLM-4.7-Flash-REAP-23B-A3B.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:eaf2b2a8a3ac8adbc5088ef34df8cfeaa8237ed7a703b847b9ae427156919026
size 11075691552

3
GLM-4.7-Flash-REAP-23B-A3B.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a6ad557aededda094b9da23f4397b5eca7c7f99762a8408f9308846befe60217
size 10043860000

3
GLM-4.7-Flash-REAP-23B-A3B.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0cbb6c57c4f517c386dcf306471c4594a39dd810571cc8aca05e075ed8fee3d3
size 13082843168

3
GLM-4.7-Flash-REAP-23B-A3B.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:13371c253b645494fc0b8420bb35caea87dd3d230b72840d9ac0dd8d43ae8ec5
size 14460131360

3
GLM-4.7-Flash-REAP-23B-A3B.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0cdb907dfb51db8223ab89d7b24218e4bcf43975b10a782d9f6dbe53970671ef
size 13934221344

3
GLM-4.7-Flash-REAP-23B-A3B.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fdf8a2c16a076dcfe14e0b9b722d647dc3fd64ccdd25e6b0fffc31009dd6973f
size 13134239776

3
GLM-4.7-Flash-REAP-23B-A3B.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:839a2d2cb410fc7c3c27b35e440a6e3be24dc4de95d048390ca3566b703c61b5
size 16336205856

3
GLM-4.7-Flash-REAP-23B-A3B.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:25bd4b4c403a78edc9c9c1d69b84b4c79172da5a77612b509204b1eccfdf3d8a
size 15883040800

3
GLM-4.7-Flash-REAP-23B-A3B.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8eb33cc71959eaa056558626e79ffd9c74ff697d601125adaae797d54dbbde54
size 18911054880

3
GLM-4.7-Flash-REAP-23B-A3B.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1e618b75645e0a69e2373e0f186972e0e91c737cddb93e2e1f69da2db45a15cf
size 55858432

90
README.md Normal file
View File

@@ -0,0 +1,90 @@
---
base_model: cerebras/GLM-4.7-Flash-REAP-23B-A3B
language:
- en
library_name: transformers
license: mit
license_link: https://huggingface.co/zai-org/GLM-4.7-Flash/blob/main/LICENSE
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- glm
- MOE
- pruning
- compression
---
## 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/cerebras/GLM-4.7-Flash-REAP-23B-A3B
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-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/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.imatrix.gguf) | imatrix | 0.2 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-IQ1_S.gguf) | i1-IQ1_S | 4.9 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-IQ1_M.gguf) | i1-IQ1_M | 5.4 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 6.3 | |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 7.0 | |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-IQ2_S.gguf) | i1-IQ2_S | 7.1 | |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-IQ2_M.gguf) | i1-IQ2_M | 7.8 | |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 8.0 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-Q2_K.gguf) | i1-Q2_K | 8.6 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 9.1 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 9.6 | |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-IQ3_S.gguf) | i1-IQ3_S | 10.1 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 10.1 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-IQ3_M.gguf) | i1-IQ3_M | 10.3 | |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 11.2 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 12.1 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 12.4 | |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-Q4_0.gguf) | i1-Q4_0 | 13.2 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 13.2 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 14.0 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-Q4_1.gguf) | i1-Q4_1 | 14.6 | |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 16.0 | |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 16.4 | |
| [GGUF](https://huggingface.co/mradermacher/GLM-4.7-Flash-REAP-23B-A3B-i1-GGUF/resolve/main/GLM-4.7-Flash-REAP-23B-A3B.i1-Q6_K.gguf) | i1-Q6_K | 19.0 | 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 -->