mradermacher/InfLLM-V2-Short-Dense-Base-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/InfLLM-V2-Short-Dense-Base-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-06-06 22:06:18 +08:00
commit 503ef98e02
27 changed files with 224 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
InfLLM-V2-Short-Dense-Base.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
InfLLM-V2-Short-Dense-Base.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

3
InfLLM-V2-Short-Dense-Base.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0903ca702af35d2765efb8c0f0aec8c9b2f3728b4689ea86c8f617a5f2bb7983
size 2029017152

3
InfLLM-V2-Short-Dense-Base.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1dbb51a97873522337c6386b28b15b35ad23721c2216c24930555fc5aa0d4429
size 1870944320

3
InfLLM-V2-Short-Dense-Base.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b60f43ce83c815c427bfbc2e6deb03b3b4d16a00e73a045bcebee411bb1f6611
size 2864091456

3
InfLLM-V2-Short-Dense-Base.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:04378c0348932290e8d2e7ad554fb9f82710ee144aac477efc866f07d1e378a3
size 2653327680

3
InfLLM-V2-Short-Dense-Base.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8b48a80bed595480edc76fcaa9e82be68520c5e0b4b475911ae584b3745e07bb
size 2520012864

3
InfLLM-V2-Short-Dense-Base.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:622b0d445c23a6550fdcaf49cf8978900226a8c1c4909109351b9ade85ae51c0
size 2292471872

3
InfLLM-V2-Short-Dense-Base.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6dc9f2dc28f2b9857ac4faf0295658c9a159737f56e70d385340ab96d740a82c
size 3748675136

3
InfLLM-V2-Short-Dense-Base.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8a2c28decb5d5246402c5f98d9dcdfa13f8fd31543fb70e8f4700dd2ead3f277
size 3641720384

3
InfLLM-V2-Short-Dense-Base.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c7d4295c87cb7068f395a1951940de70ce3f38541f9e8a106226c48adb46d8d4
size 3463986752

3
InfLLM-V2-Short-Dense-Base.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1346422995f6b05e838f401a91430cf634f6d9b49852d40b3b258ee569e950de
size 3237384512

3
InfLLM-V2-Short-Dense-Base.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:29d4ad5e21e517d9168dcea5110e88c5749a806903895e754d010923caf2181d
size 4688571200

3
InfLLM-V2-Short-Dense-Base.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d2256e4f29dfa37a4d6a88bf325530d1c97a1584cc0e6d0c138b062f356b69cf
size 4443240256

3
InfLLM-V2-Short-Dense-Base.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:10729e36951e3418f51cca6f39b2fa1095ead24cbf21117dcc5ef7b31610e748
size 3117024576

3
InfLLM-V2-Short-Dense-Base.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:490b3516160a0d3c55ae5d5615ce7a07d7b0e8fca0dfc07f8a056f4f097dad92
size 2907309376

3
InfLLM-V2-Short-Dense-Base.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:34a6ae24a5c04f67d392b27b75af6c109da7c14eb369d0dea6e1ae153d7be72c
size 4337974848

3
InfLLM-V2-Short-Dense-Base.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ae9900af4b133ed256b34be09ea96d9ef66859357fe6c613b630769e201cb883
size 4015275584

3
InfLLM-V2-Short-Dense-Base.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b12ec85c68b37b40f521b54ddf55b9ef573a269e8c8e8285ecf4bd5769b8053d
size 3637263936

3
InfLLM-V2-Short-Dense-Base.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7aba398fcfc4d5d3fcab7df6e651493cbd7d6bdf2b017d9ec31ecba1a0a8d8dc
size 4701154112

3
InfLLM-V2-Short-Dense-Base.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5e0644a3a313c1912065d3cf035f0339b29bf270e7443cdf6e785e0e9bcb582d
size 5177135936

3
InfLLM-V2-Short-Dense-Base.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7840fc28b7a789ed01b7960e5311b9efd08738396067ac675b9e8bff80c54657
size 4965526336

3
InfLLM-V2-Short-Dense-Base.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:020c5489b2f30ae22ffc55a3a1c261417e1df8149388502388da2b9d25bad255
size 4718455616

3
InfLLM-V2-Short-Dense-Base.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:632b95ad99776eecd9798c9ac43a1242984f9bcf0d075395efb68ddef1896c4d
size 5814729536

3
InfLLM-V2-Short-Dense-Base.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cbd6d8379fac1bf9011c4abc8c2c6f1890379cf58bc8447a2ab2be5dff9bf28f
size 5669894976

3
InfLLM-V2-Short-Dense-Base.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:401428093f1e59c817bbba614b4fc01b526b2499e3444f386e92b1207c1df942
size 6717007936

3
InfLLM-V2-Short-Dense-Base.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7efcbf44dfa57036047b007ab124faefe4d120f531eeaa8829c4d8cf98a5e8d4
size 5277344

89
README.md Normal file
View File

@@ -0,0 +1,89 @@
---
base_model: openbmb/InfLLM-V2-Short-Dense-Base
language:
- en
- zh
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- infllm
- dense-attention
---
## 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/openbmb/InfLLM-V2-Short-Dense-Base
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#InfLLM-V2-Short-Dense-Base-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-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/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-IQ2_S.gguf) | i1-IQ2_S | 2.8 | |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-IQ2_M.gguf) | i1-IQ2_M | 3.0 | |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.0 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-Q2_K.gguf) | i1-Q2_K | 3.2 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.3 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.6 | |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.7 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-IQ3_S.gguf) | i1-IQ3_S | 3.7 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-IQ3_M.gguf) | i1-IQ3_M | 3.8 | |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.1 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.4 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.5 | |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.8 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-Q4_0.gguf) | i1-Q4_0 | 4.8 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.8 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.1 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-Q4_1.gguf) | i1-Q4_1 | 5.3 | |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.8 | |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.9 | |
| [GGUF](https://huggingface.co/mradermacher/InfLLM-V2-Short-Dense-Base-i1-GGUF/resolve/main/InfLLM-V2-Short-Dense-Base.i1-Q6_K.gguf) | i1-Q6_K | 6.8 | 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 -->