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---
inference: false
library_name: transformers
language:
- en
- fr
- de
- es
- it
- pt
- ja
- ko
- zh
- ar
- el
- fa
- pl
- id
- cs
- he
- hi
- nl
- ro
- ru
- tr
- uk
- vi
license: cc-by-nc-4.0
extra_gated_prompt: By submitting this form, you agree to the [License Agreement](https://cohere.com/c4ai-cc-by-nc-license) and
acknowledge that the information you provide will be collected, used, and shared
in accordance with Cohere’s [Privacy Policy]( https://cohere.com/privacy). You’ll
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extra_gated_fields:
Name: text
Affiliation: text
Country: country
I agree to use this model for non-commercial use ONLY: checkbox
base_model: CohereForAI/aya-expanse-8b
tags:
- llama-cpp
- gguf-my-repo
---
# cstr/aya-expanse-8b-Q4_K_M-GGUF
This model was converted to GGUF format from [`CohereForAI/aya-expanse-8b`](https://huggingface.co/CohereForAI/aya-expanse-8b) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
Refer to the [original model card](https://huggingface.co/CohereForAI/aya-expanse-8b) for more details on the model.
## Use with llama.cpp
Install llama.cpp through brew (works on Mac and Linux)
```bash
brew install llama.cpp
```
Invoke the llama.cpp server or the CLI.
### CLI:
```bash
llama-cli --hf-repo cstr/aya-expanse-8b-Q4_K_M-GGUF --hf-file aya-expanse-8b-q4_k_m.gguf -p "The meaning to life and the universe is"
```
### Server:
```bash
llama-server --hf-repo cstr/aya-expanse-8b-Q4_K_M-GGUF --hf-file aya-expanse-8b-q4_k_m.gguf -c 2048
```
Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.
Step 1: Clone llama.cpp from GitHub.
```
git clone https://github.com/ggerganov/llama.cpp
```
Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
```
cd llama.cpp && LLAMA_CURL=1 make
```
Step 3: Run inference through the main binary.
```
./llama-cli --hf-repo cstr/aya-expanse-8b-Q4_K_M-GGUF --hf-file aya-expanse-8b-q4_k_m.gguf -p "The meaning to life and the universe is"
```
or
```
./llama-server --hf-repo cstr/aya-expanse-8b-Q4_K_M-GGUF --hf-file aya-expanse-8b-q4_k_m.gguf -c 2048
```
### ollama
use a modelfile like:
```
FROM aya-expanse-8b-q4_k_m.gguf
TEMPLATE "{{ if .System }}<|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>{{ .System }}<|END_OF_TURN_TOKEN|>
{{ end }}{{ if .Prompt }}<|START_OF_TURN_TOKEN|><|USER_TOKEN|>{{ .Prompt }}<|END_OF_TURN_TOKEN|>
{{ end }}<|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>"
PARAMETER num_ctx 8192
PARAMETER stop "<|END_OF_TURN_TOKEN|>"
PARAMETER stop "<|START_OF_TURN_TOKEN|>"
PARAMETER stop "|END_OF_TURN_TOKEN"
PARAMETER stop "|START_OF_TURN_TOKEN"
SYSTEM "You are Aya, a brilliant, sophisticated, multilingual AI-assistant trained to assist human users by providing thorough responses. You are able to interact and respond to questions in 23 languages and you are powered by a multilingual model built by Cohere For AI."
```
|