mradermacher/FastContext-1.0-4B-SFT-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/FastContext-1.0-4B-SFT-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-08-04 10:19:16 +08:00
commit 7aee92d637
14 changed files with 158 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
FastContext-1.0-4B-SFT.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
FastContext-1.0-4B-SFT.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
FastContext-1.0-4B-SFT.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
FastContext-1.0-4B-SFT.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
FastContext-1.0-4B-SFT.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
FastContext-1.0-4B-SFT.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
FastContext-1.0-4B-SFT.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
FastContext-1.0-4B-SFT.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
FastContext-1.0-4B-SFT.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
FastContext-1.0-4B-SFT.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
FastContext-1.0-4B-SFT.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
FastContext-1.0-4B-SFT.f16.gguf filter=lfs diff=lfs merge=lfs -text

3
FastContext-1.0-4B-SFT.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6f7b1af0b0a2cc195136fc8bd0a98d298d72f970095706593fc1d6cb0d663c25
size 2286315360

3
FastContext-1.0-4B-SFT.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a912afba02e51d95bdacdf7edc37162baaf1c3ca3c520e193e82c297ee339a19
size 1669498720

3
FastContext-1.0-4B-SFT.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e1483a52dc2abd2557e234c0554bc5ee72d7f0e3e6092a12c0d90c7b9cc8a64c
size 2239784800

3
FastContext-1.0-4B-SFT.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:44374816d645bf8057e0dd3da2844ae400b45944be6f46dc2f59645bbfba3265
size 2075617120

3
FastContext-1.0-4B-SFT.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:76847454073c646de5459c52300baaa62f30549bcb9a7176189647e518b3c70a
size 1886996320

3
FastContext-1.0-4B-SFT.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e24de4dff75d9674d9f908ff1fd794fa36dc0eb0dd76193929cc87aff29f55bf
size 2497279840

3
FastContext-1.0-4B-SFT.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9898d39956860fd7c86cc742bf8f6fc49db41a5f6559ff0d7b6cc2dd9522ca22
size 2383308640

3
FastContext-1.0-4B-SFT.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f4a8984c3147073188f0ef73f3a5714917528473ea9024e0150fdb75e66818ef
size 2889512800

3
FastContext-1.0-4B-SFT.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cbdd47a553d5ef1ade6aa21e9777a42f8bc27997b4474464191e66065d388297
size 2823710560

3
FastContext-1.0-4B-SFT.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cf5c54757a0cbcdf215dd8ec46d58f9b29abbf97ab0ee5bb7a4da5d88002ec24
size 3306260320

3
FastContext-1.0-4B-SFT.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8a5d301fe8212b701bf2a955b8a850fb6e6bc7dd10246b92862a10237cc33d79
size 4280404320

3
FastContext-1.0-4B-SFT.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:00f2482fdc11a353262b149e83511c01cbd0969c93ddb14eabaf8d2c3b78f826
size 8051284320

75
README.md Normal file
View File

@@ -0,0 +1,75 @@
---
base_model: ShaunGves/FastContext-1.0-4B-SFT
language:
- en
library_name: transformers
license: mit
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- Explorer SubAgent
- Repository Exploration
---
## 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/ShaunGves/FastContext-1.0-4B-SFT
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#FastContext-1.0-4B-SFT-GGUF).***
weighted/imatrix quants are available at https://huggingface.co/mradermacher/FastContext-1.0-4B-SFT-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/FastContext-1.0-4B-SFT-GGUF/resolve/main/FastContext-1.0-4B-SFT.Q2_K.gguf) | Q2_K | 1.8 | |
| [GGUF](https://huggingface.co/mradermacher/FastContext-1.0-4B-SFT-GGUF/resolve/main/FastContext-1.0-4B-SFT.Q3_K_S.gguf) | Q3_K_S | 2.0 | |
| [GGUF](https://huggingface.co/mradermacher/FastContext-1.0-4B-SFT-GGUF/resolve/main/FastContext-1.0-4B-SFT.Q3_K_M.gguf) | Q3_K_M | 2.2 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/FastContext-1.0-4B-SFT-GGUF/resolve/main/FastContext-1.0-4B-SFT.Q3_K_L.gguf) | Q3_K_L | 2.3 | |
| [GGUF](https://huggingface.co/mradermacher/FastContext-1.0-4B-SFT-GGUF/resolve/main/FastContext-1.0-4B-SFT.IQ4_XS.gguf) | IQ4_XS | 2.4 | |
| [GGUF](https://huggingface.co/mradermacher/FastContext-1.0-4B-SFT-GGUF/resolve/main/FastContext-1.0-4B-SFT.Q4_K_S.gguf) | Q4_K_S | 2.5 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/FastContext-1.0-4B-SFT-GGUF/resolve/main/FastContext-1.0-4B-SFT.Q4_K_M.gguf) | Q4_K_M | 2.6 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/FastContext-1.0-4B-SFT-GGUF/resolve/main/FastContext-1.0-4B-SFT.Q5_K_S.gguf) | Q5_K_S | 2.9 | |
| [GGUF](https://huggingface.co/mradermacher/FastContext-1.0-4B-SFT-GGUF/resolve/main/FastContext-1.0-4B-SFT.Q5_K_M.gguf) | Q5_K_M | 3.0 | |
| [GGUF](https://huggingface.co/mradermacher/FastContext-1.0-4B-SFT-GGUF/resolve/main/FastContext-1.0-4B-SFT.Q6_K.gguf) | Q6_K | 3.4 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/FastContext-1.0-4B-SFT-GGUF/resolve/main/FastContext-1.0-4B-SFT.Q8_0.gguf) | Q8_0 | 4.4 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/FastContext-1.0-4B-SFT-GGUF/resolve/main/FastContext-1.0-4B-SFT.f16.gguf) | f16 | 8.2 | 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 -->