mradermacher/LightGPT-7B-Qwen2-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/LightGPT-7B-Qwen2-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-05-14 19:46:41 +08:00
commit 1185275da5
24 changed files with 203 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

57
.gitattributes vendored Normal file
View File

@@ -0,0 +1,57 @@
*.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
imatrix.dat filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
LightGPT-7B-Qwen2.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

3
LightGPT-7B-Qwen2.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1b874ad93c995136f9b70ed544822f94595648e6be39112c80d40651ef30437a
size 2042194464

3
LightGPT-7B-Qwen2.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ec58f7ca16186da1530ecd4d46d77d8a5ccad92823d6721c3561d197b367827f
size 1903665696

3
LightGPT-7B-Qwen2.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:33aa55a0b6d615613f2ca29bbac9171f89764d670fb0c8b8cdc3f11120e91882
size 2780340768

3
LightGPT-7B-Qwen2.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:574cae7d0abb0808df7718c02a354c1a3c11ff74babd91e4cb64b5640a12aeae
size 2595635744

3
LightGPT-7B-Qwen2.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:982c31843ae39976010ce8991bf43fe55bf1a5606ef144aaa4600af03f55ee6f
size 2469020192

3
LightGPT-7B-Qwen2.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fdd1261c13065dc36e0c9c2444cd6ff6e1d4687dfb37829c6b18612fa484ca32
size 2273075744

3
LightGPT-7B-Qwen2.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6b3a111a3d3e29c6bb733717ac14b232c561ec245446d8e2c808091d6c4c48f9
size 3574010400

3
LightGPT-7B-Qwen2.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e163fe912acbf7bc02250881ac23ed15988c25402e06ea123f068fd067733f98
size 3499190816

3
LightGPT-7B-Qwen2.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:28e928e4aa21b695216670a21b180fce56cde6a20b46461b3dbd577edeef708e
size 3346254368

3
LightGPT-7B-Qwen2.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d4778acd611c363dcd429d08fc55eda2834aa7e4b1672ee8b923bb3722f93bef
size 3114512928

3
LightGPT-7B-Qwen2.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cd5108e6db13313b2490f189ee0573a8cdb38149fa0b2f59bccf7ef59013e87e
size 4218470944

3
LightGPT-7B-Qwen2.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:70e10934783dc8542e3491c27ba4c0611948c53333272bbbce7acc805f43d063
size 3015938592

3
LightGPT-7B-Qwen2.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7522814c3bfee2a3de6624f530011edd44bfdae95e031cad199cbb9c3f51da4d
size 4088457760

3
LightGPT-7B-Qwen2.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1966e9d8b504482be8dad3f379ee79d9c22e68712abd3fde1be17b269070f659
size 3808389664

3
LightGPT-7B-Qwen2.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e84acadc67e8372f54e0e74e9361b13ed435cee3d0502aec8affed9c45322efd
size 3492366880

3
LightGPT-7B-Qwen2.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:20fda90939b712d446f5ba40a6b8e63fbd64a587e137074673412bb456e02d98
size 4444119584

3
LightGPT-7B-Qwen2.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6b5299d1b38988a1983c7e9e30660097b464f781cb1c43bfa58bc1cf5e37e428
size 4683072032

3
LightGPT-7B-Qwen2.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:13c4c4c4a668c3ae99798944eaa91efa749b3f46487f1937faf73d8970ca395b
size 4457767456

3
LightGPT-7B-Qwen2.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7d33f0ff3bc0a22946b9de23ff5d2a1f9a136470dd3ce769d55746e4dd1cbefe
size 5444829728

3
LightGPT-7B-Qwen2.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1717711eedc7eecd0a5002a1df4752a4949c45f3db313a7ff91b0f8a32e7e441
size 5315174944

3
LightGPT-7B-Qwen2.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:824d0bca583d5d5d6b2960fa1bfe61c73287425712e7e1e44ed81f2da0fa0ee4
size 6254197280

80
README.md Normal file
View File

@@ -0,0 +1,80 @@
---
base_model: lightgpt/LightGPT-7B-Qwen2
extra_gated_heading: Access LLMLight-LightGPT on Hugging Face
language:
- en
library_name: transformers
license: mit
quantized_by: mradermacher
tags:
- pytorch
- llama-2
- traffic signal control
- lightgpt
- llmlight
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
weighted/imatrix quants of https://huggingface.co/lightgpt/LightGPT-7B-Qwen2
<!-- provided-files -->
static quants are available at https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-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/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 | |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 | |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 | |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 | |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 | |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 | |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | |
| [GGUF](https://huggingface.co/mradermacher/LightGPT-7B-Qwen2-i1-GGUF/resolve/main/LightGPT-7B-Qwen2.i1-Q6_K.gguf) | i1-Q6_K | 6.4 | 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
imatrix.dat Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:40057a77c6dd267fd582ea722789d3042ffcb5d1ca0fe43172beb93113ad6cac
size 4536665