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
quantized_by: bartowski
pipeline_tag: text-generation
lm_studio:
param_count: 8b
use_case: general
release_date: 23-05-2024
model_creator: CohereForAI
prompt_template: Cohere Command R
system_prompt: You are a helpful AI assistant
base_model: cohere
original_repo: CohereForAI/aya-23-8B
base_model: CohereForAI/aya-23-8B
💫 Community Model> Aya 23 8B by Cohere For AI
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Model creator: Cohere For AI
Original model: aya-23-8B
GGUF quantization: provided by bartowski based on llama.cpp release b2965
Model Summary:
Aya 23 are brand new instruction tuned multilingual models from Cohere. This model should perform well at logic across a wide variety of languages.
This is the 8B version of the model, and seems to perform well for its size across multi-lingual benchmarks.
Prompt template:
Choose the Cohere Command R preset in your LM Studio.
Under the hood, the model will see a prompt that's formatted like so:
<BOS_TOKEN><|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>
{system_prompt}
<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|USER_TOKEN|>
{prompt}
<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>
Technical Details
Aya 23 covers the following languages:
- Arabic, Chinese (simplified & traditional), Czech, Dutch, English, French, German, Greek, Hebrew, Hindi, Indonesian, Italian, Japanese, Korean, Persian, Polish, Portuguese, Romanian, Russian, Spanish, Turkish, Ukrainian, and Vietnamese
The Aya training dataset can be found here:
More technical details can be found from Cohere here
Special thanks
🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.
🙏 Special thanks to Kalomaze, Dampf and turboderp for their work on the dataset (linked here) that was used for calculating the imatrix for all sizes.
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