Instructions to use CohereLabs/tiny-aya-fire-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use CohereLabs/tiny-aya-fire-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("CohereLabs/tiny-aya-fire-GGUF", dtype="auto")

llama-cpp-python

How to use CohereLabs/tiny-aya-fire-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="CohereLabs/tiny-aya-fire-GGUF",
	filename="tiny-aya-fire-bf16.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use CohereLabs/tiny-aya-fire-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf CohereLabs/tiny-aya-fire-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf CohereLabs/tiny-aya-fire-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf CohereLabs/tiny-aya-fire-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf CohereLabs/tiny-aya-fire-GGUF:Q4_K_M

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf CohereLabs/tiny-aya-fire-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf CohereLabs/tiny-aya-fire-GGUF:Q4_K_M

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf CohereLabs/tiny-aya-fire-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf CohereLabs/tiny-aya-fire-GGUF:Q4_K_M

Use Docker

docker model run hf.co/CohereLabs/tiny-aya-fire-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use CohereLabs/tiny-aya-fire-GGUF with Ollama:
```
ollama run hf.co/CohereLabs/tiny-aya-fire-GGUF:Q4_K_M
```

Unsloth Studio

How to use CohereLabs/tiny-aya-fire-GGUF with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for CohereLabs/tiny-aya-fire-GGUF to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for CohereLabs/tiny-aya-fire-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for CohereLabs/tiny-aya-fire-GGUF to start chatting

Docker Model Runner
How to use CohereLabs/tiny-aya-fire-GGUF with Docker Model Runner:
```
docker model run hf.co/CohereLabs/tiny-aya-fire-GGUF:Q4_K_M
```

Lemonade

How to use CohereLabs/tiny-aya-fire-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull CohereLabs/tiny-aya-fire-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.tiny-aya-fire-GGUF-Q4_K_M

List all available models

lemonade list

alexrs commited on Feb 17

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+---
+inference: false
+library_name: transformers
+language:
+- en
+- nl
+- fr
+- it
+- pt
+- ro
+- es
+- cs
+- pl
+- uk
+- ru
+- el
+- de
+- da
+- sv
+- "no"
+- ca
+- gl
+- cy
+- ga
+- eu
+- hr
+- lv
+- lt
+- sk
+- sl
+- et
+- fi
+- hu
+- sr
+- bg
+- ar
+- fa
+- ur
+- tr
+- mt
+- he
+- hi
+- mr
+- bn
+- gu
+- pa
+- ta
+- te
+- ne
+- tl
+- ms
+- id
+- vi
+- jv
+- km
+- th
+- lo
+- zh
+- my
+- ja
+- ko
+- am
+- ha
+- ig
+- mg
+- sn
+- sw
+- wo
+- xh
+- yo
+- zu
+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 receive email
+  updates about Cohere Labs and Cohere research, events, products and services.
+  You can unsubscribe at any time.
+extra_gated_fields:
+  Name: text
+  Affiliation: text
+  Country: country
+  I agree to use this model for non-commercial use ONLY: checkbox
+base_model: CohereLabs/tiny-aya-fire
+---