|
--- |
|
inference: false |
|
license: other |
|
--- |
|
|
|
# Tim Dettmers' Guanaco 33B GGML |
|
|
|
These files are GGML format model files for [Tim Dettmers' Guanaco 33B](https://huggingface.co/timdettmers/guanaco-33b-merged). |
|
|
|
GGML files are for CPU inference using [llama.cpp](https://github.com/ggerganov/llama.cpp) and libraries and UIs which support this format, such as: |
|
* [text-generation-webui](https://github.com/oobabooga/text-generation-webui) |
|
* [KoboldCpp](https://github.com/LostRuins/koboldcpp) |
|
* [llama-cpp-python](https://github.com/abetlen/llama-cpp-python) |
|
* [ctransformers](https://github.com/marella/ctransformers) |
|
|
|
## Other repositories available |
|
|
|
* [4-bit GPTQ models for GPU inference](https://huggingface.co/TheBloke/guanaco-33B-GPTQ) |
|
* [4-bit, 5-bit, and 8-bit GGML models for CPU+GPU inference](https://huggingface.co/TheBloke/guanaco-33B-GGML) |
|
* [Original unquantised fp16 model in HF format](https://huggingface.co/timdettmers/guanaco-33b-merged) |
|
|
|
## THE FILES IN MAIN BRANCH REQUIRES LATEST LLAMA.CPP (May 19th 2023 - commit 2d5db48)! |
|
|
|
llama.cpp recently made another breaking change to its quantisation methods - https://github.com/ggerganov/llama.cpp/pull/1508 |
|
|
|
I have quantised the GGML files in this repo with the latest version. Therefore you will require llama.cpp compiled on May 19th or later (commit `2d5db48` or later) to use them. |
|
|
|
## Provided files |
|
| Name | Quant method | Bits | Size | RAM required | Use case | |
|
| ---- | ---- | ---- | ---- | ---- | ----- | |
|
| guanaco-33B.ggmlv3.q4_0.bin | q4_0 | 4 | 18.30 GB | 20.80 GB | 4-bit. | |
|
|
|
|
|
## How to run in `llama.cpp` |
|
|
|
I use the following command line; adjust for your tastes and needs: |
|
|
|
``` |
|
./main -t 12 -m guanaco-33B.v3.q5_0.bin --color -c 2048 --temp 0.7 --repeat_penalty 1.1 -n -1 -p "Below is an instruction that describes a task. Write a response that appropriately completes the request. |
|
### Instruction: |
|
Write a story about llamas |
|
### Response:" |
|
``` |
|
Change `-t 12` to the number of physical CPU cores you have. For example if your system has 8 cores/16 threads, use `-t 8`. |
|
|
|
If you want to have a chat-style conversation, replace the `-p <PROMPT>` argument with `-i -ins` |
|
|
|
## How to run in `text-generation-webui` |
|
|
|
Further instructions here: [text-generation-webui/docs/llama.cpp-models.md](https://github.com/oobabooga/text-generation-webui/blob/main/docs/llama.cpp-models.md). |
|
|
|
Note: at this time text-generation-webui may not support the new May 19th llama.cpp quantisation methods for q4_0, q4_1 and q8_0 files. |
|
|
|
# Original model card: Tim Dettmers' Guanaco 33B |
