mradermacher/Tina-3.1-8B-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/Tina-3.1-8B-Reasoning-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-07-08 08:56:09 +08:00
commit 66fae6af85
27 changed files with 226 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
Tina-3.1-8B-Reasoning.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
Tina-3.1-8B-Reasoning.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

91
README.md Normal file
View File

@@ -0,0 +1,91 @@
---
base_model: ShubhamGTiwari/Tina-3.1-8B-Reasoning
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- unsloth
- trl
- grpo
- reasoning
- agentic
---
## 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/ShubhamGTiwari/Tina-3.1-8B-Reasoning
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Tina-3.1-8B-Reasoning-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/Tina-3.1-8B-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/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-IQ1_S.gguf) | i1-IQ1_S | 2.1 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-IQ1_M.gguf) | i1-IQ1_M | 2.3 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.5 | |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.7 | |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-IQ2_S.gguf) | i1-IQ2_S | 2.9 | |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-IQ2_M.gguf) | i1-IQ2_M | 3.0 | |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.1 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-Q2_K.gguf) | i1-Q2_K | 3.3 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.4 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.6 | |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.8 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-IQ3_S.gguf) | i1-IQ3_S | 3.8 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-IQ3_M.gguf) | i1-IQ3_M | 3.9 | |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.1 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.4 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.5 | |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-Q4_0.gguf) | i1-Q4_0 | 4.8 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.8 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.8 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.0 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-Q4_1.gguf) | i1-Q4_1 | 5.2 | |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.7 | |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.8 | |
| [GGUF](https://huggingface.co/mradermacher/Tina-3.1-8B-Reasoning-i1-GGUF/resolve/main/Tina-3.1-8B-Reasoning.i1-Q6_K.gguf) | i1-Q6_K | 6.7 | 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
Tina-3.1-8B-Reasoning.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:574046224d54081512ae5f078b9139508c805766d72593f33048ed4b01c9a6e1
size 2161977440

3
Tina-3.1-8B-Reasoning.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1f017b8fae75ff3725208091430e3dd617851d9590bd15c3f71800238123819d
size 2019633248

3
Tina-3.1-8B-Reasoning.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7fabb4ced13d40425415c7ecf9cd0214457c035f7a14af552f3979bd5c5011fc
size 2948286560

3
Tina-3.1-8B-Reasoning.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:10de94d6d5fcfa79417285e78a2dfc537e4a274a7f413ba40135cd40f45aa590
size 2758494304

3
Tina-3.1-8B-Reasoning.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:02a17d95222a621d9521366ac9a3b2025db27efafcf7632735905025388eb458
size 2605787232

3
Tina-3.1-8B-Reasoning.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2db29a426fccb319fc005e2d708ca85c47fdc19d0f732b08e880b3e51ba936c5
size 2399217760

3
Tina-3.1-8B-Reasoning.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:79bc3a3a5c3f8d7bd70033970e580d4f37512ab2ad2a94f1e841318da366429f
size 3784829024

3
Tina-3.1-8B-Reasoning.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cf28f373376c3379fde1c03ce262c47be6e2d9fbc11216bfe661f00ced97fc0e
size 3682330720

3
Tina-3.1-8B-Reasoning.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0031a2537134433edeb35c9f4a32b608eb5b1465ad21d396df58a00f304e7f6e
size 3518752864

3
Tina-3.1-8B-Reasoning.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:35cfa25845b33175b48090e5de6e7decfa276ff3ee9cc3dd7526ca204ed2907d
size 3274917984

3
Tina-3.1-8B-Reasoning.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:31210bf74cb2b9956a65cf5a9e60afe46136ae9ca7c591a3617c29e3fdc0142b
size 4677994592

3
Tina-3.1-8B-Reasoning.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e45163bb182389bdb8707f9e36cc4c14a22ac9d6e962b1746b33309450267344
size 4447668320

3
Tina-3.1-8B-Reasoning.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d37b85faed7127a97cb14fbf319fb22ae9f52f0bd0689a7d8a0f69d21503c289
size 3179137120

3
Tina-3.1-8B-Reasoning.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:41b06750251d5afa6f76af0e57aa35f550b954fe8ed7849b2223c086098fe5aa
size 2988820576

3
Tina-3.1-8B-Reasoning.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:83bd020cfcf77c68ce2a7dfe3bde45ade89413a176c966e2907ee06995b4dfd0
size 4321962080

3
Tina-3.1-8B-Reasoning.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:114cb4c29e0957c1299f1df178c80be9a9542a1459d5c55d9c36c18f930aa701
size 4018923616

3
Tina-3.1-8B-Reasoning.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9ab9d87759f9c5c8ee3215f6966783f38643f6bd507c34f0456fce4854f8d2e8
size 3664504928

3
Tina-3.1-8B-Reasoning.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e22fa4868ec8a50f92eac5f43a539cb1d65b7c753e443cef5090c5e0743d0836
size 4675897440

3
Tina-3.1-8B-Reasoning.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f5f94d95a3f0f6636c197a3c71cfadd9fbc5fd6e0ae96c8d7f5b8e855df1d948
size 5130258528

3
Tina-3.1-8B-Reasoning.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5a5f21f731894d24543f4bb9182b60225281ef96451006d8f3eab7ef8687b398
size 4920739936

3
Tina-3.1-8B-Reasoning.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9c99648f0baca73169f1c86737e29d4629d93671fd4d1ed68957716951c6ead6
size 4692674656

3
Tina-3.1-8B-Reasoning.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cf4458c4761c4c01e5902c33119bd00ce64d63d54ac3094ca09fb2562818b53f
size 5732993120

3
Tina-3.1-8B-Reasoning.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cf22b86374c2128938c2b0744bb8988e65426ee2971dc2fbcb746d6c5355e5cb
size 5599299680

3
Tina-3.1-8B-Reasoning.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f1c222efc852ada621be41d00e947d4f342d80000465860389ce93d9de0eb40a
size 6596012128

3
Tina-3.1-8B-Reasoning.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b4357778d3d650624fef8b479e17085338e4f1a1b7b2af4ff2ba49d9482faf46
size 5015200