Instructions to use jondurbin/airoboros-l2-13b-gpt4-2.0 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use jondurbin/airoboros-l2-13b-gpt4-2.0 with Transformers:

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

pipe = pipeline("text-generation", model="jondurbin/airoboros-l2-13b-gpt4-2.0")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("jondurbin/airoboros-l2-13b-gpt4-2.0")
model = AutoModelForCausalLM.from_pretrained("jondurbin/airoboros-l2-13b-gpt4-2.0", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use jondurbin/airoboros-l2-13b-gpt4-2.0 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "jondurbin/airoboros-l2-13b-gpt4-2.0"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "jondurbin/airoboros-l2-13b-gpt4-2.0",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/jondurbin/airoboros-l2-13b-gpt4-2.0

SGLang

How to use jondurbin/airoboros-l2-13b-gpt4-2.0 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 "jondurbin/airoboros-l2-13b-gpt4-2.0" \
    --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": "jondurbin/airoboros-l2-13b-gpt4-2.0",
		"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 "jondurbin/airoboros-l2-13b-gpt4-2.0" \
        --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": "jondurbin/airoboros-l2-13b-gpt4-2.0",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use jondurbin/airoboros-l2-13b-gpt4-2.0 with Docker Model Runner:
```
docker model run hf.co/jondurbin/airoboros-l2-13b-gpt4-2.0
```

jondurbin commited on Jul 31, 2023

Commit

ce2da93

1 Parent(s): 4cd7081

Update README.md

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@@ -306,7 +306,8 @@ If the model was based on the original llama (33b/65b), the license is __cc-by-n
 #### Llama-2 models
 Base model has a custom Meta license:
-- See the LICENSE.txt file attached for the original license, along with USE_POLICY.md which was also provided by Meta.
 The fine-tuning data was generated by OpenAI API calls to gpt-4, via [airoboros](https://github.com/jondurbin/airoboros)
@@ -322,4 +323,4 @@ I am purposingly leaving this license ambiguous (other than the fact you must co
 Your best bet is probably to avoid using this commercially due to the OpenAI API usage.
-Either way, by using this model, you agree to completely idemnify me from any and all license related issues.

 #### Llama-2 models
 Base model has a custom Meta license:
+- See the [meta-license/LICENSE.txt](meta-license/LICENSE.txt) file attached for the original license provided by Meta.
+- See also [meta-license/USE_POLICY.md](meta-license/USE_POLICY.md) and [meta-license/Responsible-Use-Guide.pdf](meta-license/Responsible-Use-Guide.pdf), also provided by Meta.
 The fine-tuning data was generated by OpenAI API calls to gpt-4, via [airoboros](https://github.com/jondurbin/airoboros)
 Your best bet is probably to avoid using this commercially due to the OpenAI API usage.
+Either way, by using this model, you agree to completely idemnify me.