bartowski commited on
Commit
5923efe
·
1 Parent(s): 7a7d2c6

Main branch

Browse files
Files changed (1) hide show
  1. README.md +55 -0
README.md ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ pipeline_tag: text-generation
4
+ tags:
5
+ - finetuned
6
+ inference:
7
+ parameters:
8
+ temperature: 0.7
9
+ quantized_by: bartowski
10
+ ---
11
+
12
+ ## Exllama v2 Quantizations of Mistral-7B-Instruct-v0.2
13
+
14
+ Using <a href="https://github.com/turboderp/exllamav2/tree/experimental">turboderp's ExLlamaV2 experimental</a> for quantization.
15
+
16
+ Each branch contains an individual bits per weight. This is an experimental ExLlamaV2 quantization with no measurement.json produced.
17
+
18
+ Default arguments used except when the bits per weight is above 6.0, at that point the lm_head layer is quantized at 8 bits per weight instead of the default 6.
19
+
20
+ Original model: https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2
21
+
22
+
23
+
24
+ <a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-exl2/tree/8_0">8.0 bits per weight</a>
25
+
26
+ <a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-exl2/tree/7_0">7.0 bits per weight</a>
27
+
28
+ <a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-exl2/tree/6_0">6.0 bits per weight</a>
29
+
30
+ <a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-exl2/tree/5_0">5.0 bits per weight</a>
31
+
32
+ <a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-exl2/tree/4_0">4.0 bits per weight</a>
33
+
34
+ <a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-exl2/tree/3_75">3.75 bits per weight</a>
35
+
36
+ ## Download instructions
37
+
38
+ With git:
39
+
40
+ ```shell
41
+ git clone --single-branch --branch 4_0 https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-exl2
42
+ ```
43
+
44
+ With huggingface hub (credit to TheBloke for instructions):
45
+
46
+ ```shell
47
+ pip3 install huggingface-hub
48
+ ```
49
+
50
+ To download a specific BPW branch to a folder called `Mistral-7B-Instruct-v0.2-exl2`:
51
+
52
+ ```shell
53
+ mkdir Mistral-7B-Instruct-v0.2-exl2
54
+ huggingface-cli download bartowski/Mistral-7B-Instruct-v0.2-exl2 --revision 4_0 --local-dir Mistral-7B-Instruct-v0.2-exl2 --local-dir-use-symlinks False
55
+ ```