Instructions to use tokenaii/Horus-Taleeq-0.2B-Base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use tokenaii/Horus-Taleeq-0.2B-Base with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="tokenaii/Horus-Taleeq-0.2B-Base")

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("tokenaii/Horus-Taleeq-0.2B-Base")
model = AutoModelForCausalLM.from_pretrained("tokenaii/Horus-Taleeq-0.2B-Base", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use tokenaii/Horus-Taleeq-0.2B-Base with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "tokenaii/Horus-Taleeq-0.2B-Base"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "tokenaii/Horus-Taleeq-0.2B-Base",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/tokenaii/Horus-Taleeq-0.2B-Base

SGLang

How to use tokenaii/Horus-Taleeq-0.2B-Base with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "tokenaii/Horus-Taleeq-0.2B-Base" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "tokenaii/Horus-Taleeq-0.2B-Base",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "tokenaii/Horus-Taleeq-0.2B-Base" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "tokenaii/Horus-Taleeq-0.2B-Base",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use tokenaii/Horus-Taleeq-0.2B-Base with Docker Model Runner:
```
docker model run hf.co/tokenaii/Horus-Taleeq-0.2B-Base
```

assemsabry commited on Sep 21

Commit

3400a1c

verified ·

1 Parent(s): 39af9f3

docs: cross-link GitHub and describe TokenAI

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README.md CHANGED Viewed

@@ -20,9 +20,9 @@ library_name: transformers
 # Horus Taleeq 0.2 Base
 Horus Taleeq 0.2 Base is an **Arabic-only Small Language Model (SLM)** with a
-decoder-only causal Transformer architecture, developed by TokenAI. It is a
-ready-to-build-on base checkpoint, not a finished instruction-tuned or production
-chat release.
 ## Ownership and development
@@ -31,6 +31,7 @@ chat release.
 - Lead developer: **Assem Sabry**
 - Hugging Face organization: [tokenaii](https://huggingface.co/tokenaii)
 - Model repository: [tokenaii/Horus-Taleeq-0.2-base](https://huggingface.co/tokenaii/Horus-Taleeq-0.2-base)
 ## Model summary

 # Horus Taleeq 0.2 Base
 Horus Taleeq 0.2 Base is an **Arabic-only Small Language Model (SLM)** with a
+decoder-only causal Transformer architecture, developed by TokenAI. TokenAI is a startup and nonprofit organization
+focused on open Arabic AI research and model development. It is a ready-to-build-on
+base checkpoint, not a finished instruction-tuned or production chat release.
 ## Ownership and development
 - Lead developer: **Assem Sabry**
 - Hugging Face organization: [tokenaii](https://huggingface.co/tokenaii)
 - Model repository: [tokenaii/Horus-Taleeq-0.2-base](https://huggingface.co/tokenaii/Horus-Taleeq-0.2-base)
+- GitHub repository: [tokenaii/Horus-Taleeq-0.2B](https://github.com/tokenaii/Horus-Taleeq-0.2B)
 ## Model summary