mradermacher/ISRO-SpaceAI-7B-Instruct-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/ISRO-SpaceAI-7B-Instruct-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-09-09 05:44:16 +08:00
commit 9784588e88
14 changed files with 182 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

47
.gitattributes vendored Normal file
View File

@@ -0,0 +1,47 @@
*.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
ISRO-SpaceAI-7B-Instruct.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
ISRO-SpaceAI-7B-Instruct.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
ISRO-SpaceAI-7B-Instruct.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
ISRO-SpaceAI-7B-Instruct.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
ISRO-SpaceAI-7B-Instruct.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
ISRO-SpaceAI-7B-Instruct.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
ISRO-SpaceAI-7B-Instruct.f16.gguf filter=lfs diff=lfs merge=lfs -text
ISRO-SpaceAI-7B-Instruct.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
ISRO-SpaceAI-7B-Instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
ISRO-SpaceAI-7B-Instruct.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
ISRO-SpaceAI-7B-Instruct.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
ISRO-SpaceAI-7B-Instruct.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text

3
ISRO-SpaceAI-7B-Instruct.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:681abb811a73c84dc96ed6f40a2a34dfcb3cd2105b60385949fc210f5cb84961
size 4250300096

3
ISRO-SpaceAI-7B-Instruct.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:92b39ae4e0820ba3632a8c09bb4e846500a5f5d306dd27cbfcc601aa1984080a
size 3015941824

3
ISRO-SpaceAI-7B-Instruct.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:61d46f5ba75973ba9ee36f8e7bad22ce65d454ddaa71b607d774716faf3c106e
size 4088460992

3
ISRO-SpaceAI-7B-Instruct.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c9a2e4cb7f113c523b8e18d0e2d5eb79b7232696acf068ffdeece7defc5149fa
size 3808392896

3
ISRO-SpaceAI-7B-Instruct.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:32b00c2768ed3bb9697b806b8f072875da0f9ec13534494fc8af3e5dfb88142f
size 3492370112

3
ISRO-SpaceAI-7B-Instruct.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e5c976dec5b06ac5ed6229a99ad4ec16c3d0069d413f759624e9ee6198f17a28
size 4683075264

3
ISRO-SpaceAI-7B-Instruct.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f725f692c4b7d5a60479d19ef400c7a9bcdf208b6a714ee0be2d4621ab17fc0c
size 4457770688

3
ISRO-SpaceAI-7B-Instruct.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0415976e19a0ffdca889a9b1e773a00a2587731e8b2a279d742237c3859d4891
size 5444832960

3
ISRO-SpaceAI-7B-Instruct.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b542a543901d2da21e80f6ae5884872ae40c950b2e83b22c5fbef0e22569b060
size 5315178176

3
ISRO-SpaceAI-7B-Instruct.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2d62d6c54b42548c18a0c8a60f5f7456fe01f115cf355c52aeda5844922b830b
size 6254200512

3
ISRO-SpaceAI-7B-Instruct.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7fe0a7c1eeb6a6f0d71497b9f187e496f5d20cdb775632dbf7868504b5e6bf9a
size 8098526912

3
ISRO-SpaceAI-7B-Instruct.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:caf6df437e1f34c06bced9404d75718881d3e540a27bb1eddb5987ed48ec665a
size 15237854912

99
README.md Normal file
View File

@@ -0,0 +1,99 @@
---
base_model: Anoopsingh53/ISRO-SpaceAI-7B-Instruct
datasets:
- UniverseTBD/arxiv-qa-astro-ph
- Anoopsingh53/isro-space-ocean-dataset
language:
- en
- hi
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- space
- isro
- nasa
- aditya-l1
- chandrayaan-3
- oceansat-3
- calcofi
- oceanography
- sentinel-1
- sar
- radar
- flood
- astrophysics
- astronomy
- cosmology
- remote-sensing
- kepler
- exoplanet
- heliophysics
- qlora
- fp16
- text-generation
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: -->
<!-- ### quants: x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS -->
<!-- ### quants_skip: -->
<!-- ### skip_mmproj: -->
static quants of https://huggingface.co/Anoopsingh53/ISRO-SpaceAI-7B-Instruct
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#ISRO-SpaceAI-7B-Instruct-GGUF).***
weighted/imatrix quants are available at https://huggingface.co/mradermacher/ISRO-SpaceAI-7B-Instruct-i1-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/ISRO-SpaceAI-7B-Instruct-GGUF/resolve/main/ISRO-SpaceAI-7B-Instruct.Q2_K.gguf) | Q2_K | 3.1 | |
| [GGUF](https://huggingface.co/mradermacher/ISRO-SpaceAI-7B-Instruct-GGUF/resolve/main/ISRO-SpaceAI-7B-Instruct.Q3_K_S.gguf) | Q3_K_S | 3.6 | |
| [GGUF](https://huggingface.co/mradermacher/ISRO-SpaceAI-7B-Instruct-GGUF/resolve/main/ISRO-SpaceAI-7B-Instruct.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/ISRO-SpaceAI-7B-Instruct-GGUF/resolve/main/ISRO-SpaceAI-7B-Instruct.Q3_K_L.gguf) | Q3_K_L | 4.2 | |
| [GGUF](https://huggingface.co/mradermacher/ISRO-SpaceAI-7B-Instruct-GGUF/resolve/main/ISRO-SpaceAI-7B-Instruct.IQ4_XS.gguf) | IQ4_XS | 4.4 | |
| [GGUF](https://huggingface.co/mradermacher/ISRO-SpaceAI-7B-Instruct-GGUF/resolve/main/ISRO-SpaceAI-7B-Instruct.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/ISRO-SpaceAI-7B-Instruct-GGUF/resolve/main/ISRO-SpaceAI-7B-Instruct.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/ISRO-SpaceAI-7B-Instruct-GGUF/resolve/main/ISRO-SpaceAI-7B-Instruct.Q5_K_S.gguf) | Q5_K_S | 5.4 | |
| [GGUF](https://huggingface.co/mradermacher/ISRO-SpaceAI-7B-Instruct-GGUF/resolve/main/ISRO-SpaceAI-7B-Instruct.Q5_K_M.gguf) | Q5_K_M | 5.5 | |
| [GGUF](https://huggingface.co/mradermacher/ISRO-SpaceAI-7B-Instruct-GGUF/resolve/main/ISRO-SpaceAI-7B-Instruct.Q6_K.gguf) | Q6_K | 6.4 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/ISRO-SpaceAI-7B-Instruct-GGUF/resolve/main/ISRO-SpaceAI-7B-Instruct.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/ISRO-SpaceAI-7B-Instruct-GGUF/resolve/main/ISRO-SpaceAI-7B-Instruct.f16.gguf) | f16 | 15.3 | 16 bpw, overkill |
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.
<!-- end -->