Hugging Face's logo

tensorblock
/
FastApply-7B-v1.0-GGUF

Transformers
GGUF
English
text-generation-inference
unsloth
qwen2
trl
sft
fast-apply
instant-apply
TensorBlock
GGUF
conversational
Model card Files
xet
 Community
morriszms commited on
Commit
2533343
·
verified ·
1 Parent(s): 76e697a

Upload folder using huggingface_hub

Browse files
Files changed (14) hide show
  1. .gitattributes +12 -0
  2. FastApply-7B-v1.0-Q2_K.gguf +3 -0
  3. FastApply-7B-v1.0-Q3_K_L.gguf +3 -0
  4. FastApply-7B-v1.0-Q3_K_M.gguf +3 -0
  5. FastApply-7B-v1.0-Q3_K_S.gguf +3 -0
  6. FastApply-7B-v1.0-Q4_0.gguf +3 -0
  7. FastApply-7B-v1.0-Q4_K_M.gguf +3 -0
  8. FastApply-7B-v1.0-Q4_K_S.gguf +3 -0
  9. FastApply-7B-v1.0-Q5_0.gguf +3 -0
  10. FastApply-7B-v1.0-Q5_K_M.gguf +3 -0
  11. FastApply-7B-v1.0-Q5_K_S.gguf +3 -0
  12. FastApply-7B-v1.0-Q6_K.gguf +3 -0
  13. FastApply-7B-v1.0-Q8_0.gguf +3 -0
  14. README.md +90 -0
.gitattributes CHANGED
@@ -33,3 +33,15 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
 
 
 
 
 
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ FastApply-7B-v1.0-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
37
+ FastApply-7B-v1.0-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
38
+ FastApply-7B-v1.0-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
39
+ FastApply-7B-v1.0-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
40
+ FastApply-7B-v1.0-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
41
+ FastApply-7B-v1.0-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
42
+ FastApply-7B-v1.0-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
43
+ FastApply-7B-v1.0-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
44
+ FastApply-7B-v1.0-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
45
+ FastApply-7B-v1.0-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
46
+ FastApply-7B-v1.0-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
47
+ FastApply-7B-v1.0-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
FastApply-7B-v1.0-Q2_K.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9af391bee5d5680b3354fbbc25dbea88e36c90544d77b32787c39cb199ed039b
3
+ size 3015938784
FastApply-7B-v1.0-Q3_K_L.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bf0dfa20ceb59295233dd98fa1ab16ec9dacb18e0719cce538ea42f648c7a7fe
3
+ size 4088457952
FastApply-7B-v1.0-Q3_K_M.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:04342d17c2e095ba059da7173bf97a144a4a50eb65fa3556a8ef96e9fbd5bec6
3
+ size 3808389856
FastApply-7B-v1.0-Q3_K_S.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b734b75e99015f018e545e3f7bb78ab5b3670b018e9030721e386fc034171e14
3
+ size 3492367072
FastApply-7B-v1.0-Q4_0.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:aad46c33e45d510b9552419c9a9e75ec4d549a0f9f522643ee2c49548465d4ea
3
+ size 4431389408
FastApply-7B-v1.0-Q4_K_M.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2d95d8296ad52f4c3b43028ca2b114ba2ad66c2adc3507b192b0f6748db71310
3
+ size 4683072224
FastApply-7B-v1.0-Q4_K_S.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e23ea426b9073b03f1bdad270f6d138e47d7066b88c537edb5403b9118693713
3
+ size 4457767648
FastApply-7B-v1.0-Q5_0.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:978c1ddf11e78fb40263aa29a0b36b97a1816ee16717326f118fd9d59c81f949
3
+ size 5315175136
FastApply-7B-v1.0-Q5_K_M.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:109b4985513053d2f4724d7714c1b012c862b56ea1adff26e71fa5c44e033879
3
+ size 5444829920
FastApply-7B-v1.0-Q5_K_S.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b69109d8908b06fc46430e7f2dd98e57a4635ccd07ff5207248840b715792ba5
3
+ size 5315175136
FastApply-7B-v1.0-Q6_K.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e81a8255833b6607491ca2669744930b45c7abbb89f7b53ec08c26a7940599c7
3
+ size 6254197472
FastApply-7B-v1.0-Q8_0.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:46ec0d911c54395fa6c70f4edce057720915f0f22e1b03c7ce0c55cba052f36b
3
+ size 8098523872
README.md ADDED
@@ -0,0 +1,90 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: Kortix/FastApply-7B-v1.0
3
+ language:
4
+ - en
5
+ license: apache-2.0
6
+ tags:
7
+ - text-generation-inference
8
+ - transformers
9
+ - unsloth
10
+ - qwen2
11
+ - trl
12
+ - sft
13
+ - fast-apply
14
+ - instant-apply
15
+ - TensorBlock
16
+ - GGUF
17
+ ---
18
+
19
+ <div style="width: auto; margin-left: auto; margin-right: auto">
20
+ <img src="https://i.imgur.com/jC7kdl8.jpeg" alt="TensorBlock" style="width: 100%; min-width: 400px; display: block; margin: auto;">
21
+ </div>
22
+ <div style="display: flex; justify-content: space-between; width: 100%;">
23
+ <div style="display: flex; flex-direction: column; align-items: flex-start;">
24
+ <p style="margin-top: 0.5em; margin-bottom: 0em;">
25
+ Feedback and support: TensorBlock's <a href="https://x.com/tensorblock_aoi">Twitter/X</a>, <a href="https://t.me/TensorBlock">Telegram Group</a> and <a href="https://x.com/tensorblock_aoi">Discord server</a>
26
+ </p>
27
+ </div>
28
+ </div>
29
+
30
+ ## Kortix/FastApply-7B-v1.0 - GGUF
31
+
32
+ This repo contains GGUF format model files for [Kortix/FastApply-7B-v1.0](https://huggingface.co/Kortix/FastApply-7B-v1.0).
33
+
34
+ The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b4242](https://github.com/ggerganov/llama.cpp/commit/a6744e43e80f4be6398fc7733a01642c846dce1d).
35
+
36
+ <div style="text-align: left; margin: 20px 0;">
37
+ <a href="https://tensorblock.co/waitlist/client" style="display: inline-block; padding: 10px 20px; background-color: #007bff; color: white; text-decoration: none; border-radius: 5px; font-weight: bold;">
38
+ Run them on the TensorBlock client using your local machine ↗
39
+ </a>
40
+ </div>
41
+
42
+ ## Prompt template
43
+
44
+ ```
45
+ <|im_start|>system
46
+ {system_prompt}<|im_end|>
47
+ <|im_start|>user
48
+ {prompt}<|im_end|>
49
+ <|im_start|>assistant
50
+ ```
51
+
52
+ ## Model file specification
53
+
54
+ | Filename | Quant type | File Size | Description |
55
+ | -------- | ---------- | --------- | ----------- |
56
+ | [FastApply-7B-v1.0-Q2_K.gguf](https://huggingface.co/tensorblock/FastApply-7B-v1.0-GGUF/blob/main/FastApply-7B-v1.0-Q2_K.gguf) | Q2_K | 3.016 GB | smallest, significant quality loss - not recommended for most purposes |
57
+ | [FastApply-7B-v1.0-Q3_K_S.gguf](https://huggingface.co/tensorblock/FastApply-7B-v1.0-GGUF/blob/main/FastApply-7B-v1.0-Q3_K_S.gguf) | Q3_K_S | 3.492 GB | very small, high quality loss |
58
+ | [FastApply-7B-v1.0-Q3_K_M.gguf](https://huggingface.co/tensorblock/FastApply-7B-v1.0-GGUF/blob/main/FastApply-7B-v1.0-Q3_K_M.gguf) | Q3_K_M | 3.808 GB | very small, high quality loss |
59
+ | [FastApply-7B-v1.0-Q3_K_L.gguf](https://huggingface.co/tensorblock/FastApply-7B-v1.0-GGUF/blob/main/FastApply-7B-v1.0-Q3_K_L.gguf) | Q3_K_L | 4.088 GB | small, substantial quality loss |
60
+ | [FastApply-7B-v1.0-Q4_0.gguf](https://huggingface.co/tensorblock/FastApply-7B-v1.0-GGUF/blob/main/FastApply-7B-v1.0-Q4_0.gguf) | Q4_0 | 4.431 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
61
+ | [FastApply-7B-v1.0-Q4_K_S.gguf](https://huggingface.co/tensorblock/FastApply-7B-v1.0-GGUF/blob/main/FastApply-7B-v1.0-Q4_K_S.gguf) | Q4_K_S | 4.458 GB | small, greater quality loss |
62
+ | [FastApply-7B-v1.0-Q4_K_M.gguf](https://huggingface.co/tensorblock/FastApply-7B-v1.0-GGUF/blob/main/FastApply-7B-v1.0-Q4_K_M.gguf) | Q4_K_M | 4.683 GB | medium, balanced quality - recommended |
63
+ | [FastApply-7B-v1.0-Q5_0.gguf](https://huggingface.co/tensorblock/FastApply-7B-v1.0-GGUF/blob/main/FastApply-7B-v1.0-Q5_0.gguf) | Q5_0 | 5.315 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
64
+ | [FastApply-7B-v1.0-Q5_K_S.gguf](https://huggingface.co/tensorblock/FastApply-7B-v1.0-GGUF/blob/main/FastApply-7B-v1.0-Q5_K_S.gguf) | Q5_K_S | 5.315 GB | large, low quality loss - recommended |
65
+ | [FastApply-7B-v1.0-Q5_K_M.gguf](https://huggingface.co/tensorblock/FastApply-7B-v1.0-GGUF/blob/main/FastApply-7B-v1.0-Q5_K_M.gguf) | Q5_K_M | 5.445 GB | large, very low quality loss - recommended |
66
+ | [FastApply-7B-v1.0-Q6_K.gguf](https://huggingface.co/tensorblock/FastApply-7B-v1.0-GGUF/blob/main/FastApply-7B-v1.0-Q6_K.gguf) | Q6_K | 6.254 GB | very large, extremely low quality loss |
67
+ | [FastApply-7B-v1.0-Q8_0.gguf](https://huggingface.co/tensorblock/FastApply-7B-v1.0-GGUF/blob/main/FastApply-7B-v1.0-Q8_0.gguf) | Q8_0 | 8.099 GB | very large, extremely low quality loss - not recommended |
68
+
69
+
70
+ ## Downloading instruction
71
+
72
+ ### Command line
73
+
74
+ Firstly, install Huggingface Client
75
+
76
+ ```shell
77
+ pip install -U "huggingface_hub[cli]"
78
+ ```
79
+
80
+ Then, downoad the individual model file the a local directory
81
+
82
+ ```shell
83
+ huggingface-cli download tensorblock/FastApply-7B-v1.0-GGUF --include "FastApply-7B-v1.0-Q2_K.gguf" --local-dir MY_LOCAL_DIR
84
+ ```
85
+
86
+ If you wanna download multiple model files with a pattern (e.g., `*Q4_K*gguf`), you can try:
87
+
88
+ ```shell
89
+ huggingface-cli download tensorblock/FastApply-7B-v1.0-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
90
+ ```