mradermacher/toffee-3b-beta-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/toffee-3b-beta-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-09-25 04:29:16 +08:00
commit 45dca8a192
14 changed files with 167 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
toffee-3b-beta.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
toffee-3b-beta.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
toffee-3b-beta.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
toffee-3b-beta.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
toffee-3b-beta.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
toffee-3b-beta.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
toffee-3b-beta.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
toffee-3b-beta.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
toffee-3b-beta.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
toffee-3b-beta.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
toffee-3b-beta.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
toffee-3b-beta.f16.gguf filter=lfs diff=lfs merge=lfs -text

84
README.md Normal file
View File

@@ -0,0 +1,84 @@
---
base_model: zait-ai/toffee-3b-beta
datasets:
- HuggingFaceH4/ultrachat_200k
- nvidia/OpenMathInstruct-2
- m-a-p/CodeFeedback-Filtered-Instruction
language:
- en
library_name: transformers
license: mit
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- text-generation
- chat
- conversational
- instruct
- mistral
- ministral
- 3b
---
## 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/zait-ai/toffee-3b-beta
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#toffee-3b-beta-GGUF).***
weighted/imatrix quants are available at https://huggingface.co/mradermacher/toffee-3b-beta-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/toffee-3b-beta-GGUF/resolve/main/toffee-3b-beta.Q2_K.gguf) | Q2_K | 1.7 | |
| [GGUF](https://huggingface.co/mradermacher/toffee-3b-beta-GGUF/resolve/main/toffee-3b-beta.Q3_K_S.gguf) | Q3_K_S | 1.9 | |
| [GGUF](https://huggingface.co/mradermacher/toffee-3b-beta-GGUF/resolve/main/toffee-3b-beta.Q3_K_M.gguf) | Q3_K_M | 2.1 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/toffee-3b-beta-GGUF/resolve/main/toffee-3b-beta.Q3_K_L.gguf) | Q3_K_L | 2.2 | |
| [GGUF](https://huggingface.co/mradermacher/toffee-3b-beta-GGUF/resolve/main/toffee-3b-beta.IQ4_XS.gguf) | IQ4_XS | 2.3 | |
| [GGUF](https://huggingface.co/mradermacher/toffee-3b-beta-GGUF/resolve/main/toffee-3b-beta.Q4_K_S.gguf) | Q4_K_S | 2.4 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/toffee-3b-beta-GGUF/resolve/main/toffee-3b-beta.Q4_K_M.gguf) | Q4_K_M | 2.5 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/toffee-3b-beta-GGUF/resolve/main/toffee-3b-beta.Q5_K_S.gguf) | Q5_K_S | 2.8 | |
| [GGUF](https://huggingface.co/mradermacher/toffee-3b-beta-GGUF/resolve/main/toffee-3b-beta.Q5_K_M.gguf) | Q5_K_M | 2.9 | |
| [GGUF](https://huggingface.co/mradermacher/toffee-3b-beta-GGUF/resolve/main/toffee-3b-beta.Q6_K.gguf) | Q6_K | 3.3 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/toffee-3b-beta-GGUF/resolve/main/toffee-3b-beta.Q8_0.gguf) | Q8_0 | 4.2 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/toffee-3b-beta-GGUF/resolve/main/toffee-3b-beta.f16.gguf) | f16 | 7.8 | 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 -->

3
toffee-3b-beta.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:329d797f65e67ead39d36c72d33ff0b92fa97fe51bd23fef60c3a831f43126be
size 2186451712

3
toffee-3b-beta.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d080e733db4120bf8ba9c6f0d06e88cf7d36871e893a70d55bb606cb68b319b8
size 1591073536

3
toffee-3b-beta.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0373daa18b6d73337556450225ee1cd13ef24e239a40d882978a488f26dcabc8
size 2107366144

3
toffee-3b-beta.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:047c2fd825e5660c350164f089dea16ef03cd53c8dcf1a00d77ccc5189ada568
size 1968560896

3
toffee-3b-beta.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cf5197c458b271dbe19094d9045b679d7b0de2d918aab59ada02895e2bcd4d03
size 1812159232

3
toffee-3b-beta.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0b5b6ccb509c9da1efa46d0a44c025929e91ddecd0d289bd1b213c6c4caa37c3
size 2372983552

3
toffee-3b-beta.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ac735a153342a12689c41c02700e57601e905dbb5c1d7cad554879f12a8799f0
size 2279742208

3
toffee-3b-beta.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:81e23fb82b062afdfc894b354c4e1a75314493cd23f6085d4c888786cf85334e
size 2750470912

3
toffee-3b-beta.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:37888f6c19624f6b1999b5d7a5cf523dc35c9d7ce8d5daa68c586676e48976d1
size 2696157952

3
toffee-3b-beta.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:01cb44a299e8a57abd8717947e4009618d8b67ca192bd5b2eef605d2637e4336
size 3151551232

3
toffee-3b-beta.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c8aff4a2909e4baa4882b20f0c5a2859e3458a1bd703b608ee492367adb83ee7
size 4079491840

3
toffee-3b-beta.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:96c15eb7d263cafa93e58c24c66feb36ec6ae1045616df83d34bd84ad5febf34
size 7671520000