Update README.md
Browse files
README.md
CHANGED
@@ -24,16 +24,17 @@ This repo is the result of converting to GGML and quantising.
|
|
24 |
|
25 |
* [MPT-7B: 4-bit, 5-bit and 8-bit GGML models for CPU (+CUDA) inference](https://huggingface.co/TheBloke/MPT-7B-GGML).
|
26 |
* [MPT-7B-Instruct: 4-bit, 5-bit and 8-bit GGML models for CPU (+CUDA) inference](https://huggingface.co/TheBloke/MPT-7B-Instruct-GGML).
|
|
|
27 |
|
28 |
## Provided files
|
29 |
| Name | Quant method | Bits | Size | RAM required | Use case |
|
30 |
| ---- | ---- | ---- | ---- | ---- | ----- |
|
31 |
-
`
|
32 |
-
`
|
33 |
-
`
|
34 |
-
`
|
35 |
-
`
|
36 |
-
`
|
37 |
|
38 |
## Compatibilty
|
39 |
|
@@ -54,7 +55,7 @@ mkdir build
|
|
54 |
cd build
|
55 |
cmake ..
|
56 |
cmake --build . --config Release
|
57 |
-
bin/mpt -m /path/to/
|
58 |
```
|
59 |
|
60 |
Please see the ggml repo for other build options.
|
|
|
24 |
|
25 |
* [MPT-7B: 4-bit, 5-bit and 8-bit GGML models for CPU (+CUDA) inference](https://huggingface.co/TheBloke/MPT-7B-GGML).
|
26 |
* [MPT-7B-Instruct: 4-bit, 5-bit and 8-bit GGML models for CPU (+CUDA) inference](https://huggingface.co/TheBloke/MPT-7B-Instruct-GGML).
|
27 |
+
* [MPT-7B-Storywriter: 4-bit, 5-bit and 8-bit GGML models for CPU (+CUDA) inference](https://huggingface.co/TheBloke/MPT-7B-Storywriter-GGML).
|
28 |
|
29 |
## Provided files
|
30 |
| Name | Quant method | Bits | Size | RAM required | Use case |
|
31 |
| ---- | ---- | ---- | ---- | ---- | ----- |
|
32 |
+
`mpt-7b.ggmlv2.q4_0.bin` | q4_0 | 4bit | 4.21GB | 7.0GB | 4-bit. |
|
33 |
+
`mpt-7b.ggmlv2.q4_1.bin` | q4_0 | 4bit | 4.63GB | 7.5GB | 4-bit. Higher accuracy than q4_0 but not as high as q5_0. However has quicker inference than q5 models. |
|
34 |
+
`mpt-7b.ggmlv2.q5_0.bin` | q5_0 | 5bit | 4.63GB | 7.5GB | 5-bit. Higher accuracy, higher resource usage and slower inference. |
|
35 |
+
`mpt-7b.ggmlv2.q5_1.bin` | q5_1 | 5bit | 5.06GB | 7.5GB | 5-bit. Even higher accuracy, and higher resource usage and slower inference. |
|
36 |
+
`mpt-7b.ggmlv2.q8_0.bin` | q8_0 | 8bit | 7.58GB | 9.0GB | 8-bit. Almost indistinguishable from float16. Huge resource use and slow. Not recommended for normal use. |
|
37 |
+
`mpt-7b.ggmlv2.fp16.bin` | fp16 | 16bit | GB | GB | Full 16-bit. |
|
38 |
|
39 |
## Compatibilty
|
40 |
|
|
|
55 |
cd build
|
56 |
cmake ..
|
57 |
cmake --build . --config Release
|
58 |
+
bin/mpt -m /path/to/mpt-7b.ggmlv2.q4_0.bin -t 8 -n 512 -p "Write a story about llamas"
|
59 |
```
|
60 |
|
61 |
Please see the ggml repo for other build options.
|