Instructions to use inverse-scaling/opt-13b_eval with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use inverse-scaling/opt-13b_eval with Transformers:

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

pipe = pipeline("text-generation", model="inverse-scaling/opt-13b_eval")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("inverse-scaling/opt-13b_eval")
model = AutoModelForCausalLM.from_pretrained("inverse-scaling/opt-13b_eval")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use inverse-scaling/opt-13b_eval with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/inverse-scaling/opt-13b_eval

SGLang

How to use inverse-scaling/opt-13b_eval 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 "inverse-scaling/opt-13b_eval" \
    --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": "inverse-scaling/opt-13b_eval",
		"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 "inverse-scaling/opt-13b_eval" \
        --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": "inverse-scaling/opt-13b_eval",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use inverse-scaling/opt-13b_eval with Docker Model Runner:
```
docker model run hf.co/inverse-scaling/opt-13b_eval
```

opt-13b_eval

Commit History

Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator (#17)

5d5e911

MicPie

autoevaluator HF Staff commited on Jan 2, 2023

Add evaluation results on the mathemakitten--winobias_antistereotype_test_v5 config and test split of mathemakitten/winobias_antistereotype_test_v5 (#16)

f36b058

MicPie

autoevaluator HF Staff commited on Nov 14, 2022

Add evaluation results on the mathemakitten--winobias_antistereotype_test_v5 config and test split of mathemakitten/winobias_antistereotype_test_v5 (#15)

fcaf6d2

MicPie

autoevaluator HF Staff commited on Nov 14, 2022

Add evaluation results on the mathemakitten--winobias_antistereotype_test_v5 config and test split of mathemakitten/winobias_antistereotype_test_v5 (#14)

044becf

MicPie

autoevaluator HF Staff commited on Nov 14, 2022

Add evaluation results on the mathemakitten--winobias_antistereotype_test_cot_v3 config and test split of mathemakitten/winobias_antistereotype_test_cot_v3 (#11)

6129b11

MicPie

autoevaluator HF Staff commited on Nov 7, 2022

Add evaluation results on the mathemakitten--winobias_antistereotype_test_cot_v1 config and test split of mathemakitten/winobias_antistereotype_test_cot_v1 (#10)

72fe103

MicPie

autoevaluator HF Staff commited on Nov 3, 2022

Update README.md

997b07e

MicPie commited on Oct 9, 2022

Add evaluation results on the inverse-scaling--redefine-math config and train split of inverse-scaling/redefine-math (#4)

b74d1b8

MicPie

autoevaluator HF Staff commited on Oct 9, 2022

Update README.md

d07b107

MicPie commited on Oct 8, 2022

Add evaluation results on the inverse-scaling--quote-repetition config and train split of inverse-scaling/quote-repetition (#3)

053dfe5

MicPie

autoevaluator HF Staff commited on Oct 8, 2022

Add evaluation results on the inverse-scaling--NeQA config and train split of inverse-scaling/NeQA (#2)

214f35b

MicPie

autoevaluator HF Staff commited on Oct 8, 2022

Add evaluation results on the inverse-scaling--41 config and train split of inverse-scaling/41 (#1)

b96cb30

MicPie

autoevaluator HF Staff commited on Oct 8, 2022

cp opt-13b

9bb52b1

Michael Pieler commited on Oct 7, 2022

inverse-scaling
/

opt-13b_eval

Commit History

Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator (#17)

5d5e911

Add evaluation results on the mathemakitten--winobias_antistereotype_test_v5 config and test split of mathemakitten/winobias_antistereotype_test_v5 (#16)

f36b058

Add evaluation results on the mathemakitten--winobias_antistereotype_test_v5 config and test split of mathemakitten/winobias_antistereotype_test_v5 (#15)

fcaf6d2

Add evaluation results on the mathemakitten--winobias_antistereotype_test_v5 config and test split of mathemakitten/winobias_antistereotype_test_v5 (#14)

044becf

Add evaluation results on the mathemakitten--winobias_antistereotype_test_cot_v3 config and test split of mathemakitten/winobias_antistereotype_test_cot_v3 (#11)

6129b11

Add evaluation results on the mathemakitten--winobias_antistereotype_test_cot_v1 config and test split of mathemakitten/winobias_antistereotype_test_cot_v1 (#10)

72fe103

Update README.md

997b07e

Add evaluation results on the inverse-scaling--redefine-math config and train split of inverse-scaling/redefine-math (#4)

b74d1b8

Update README.md

d07b107

Add evaluation results on the inverse-scaling--quote-repetition config and train split of inverse-scaling/quote-repetition (#3)

053dfe5

Add evaluation results on the inverse-scaling--NeQA config and train split of inverse-scaling/NeQA (#2)

214f35b

Add evaluation results on the inverse-scaling--41 config and train split of inverse-scaling/41 (#1)

b96cb30

cp opt-13b

9bb52b1

initial commit

8ce6ac3

Commit History

Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator (#17) 5d5e911

Add evaluation results on the mathemakitten--winobias_antistereotype_test_v5 config and test split of mathemakitten/winobias_antistereotype_test_v5 (#16) f36b058

Add evaluation results on the mathemakitten--winobias_antistereotype_test_v5 config and test split of mathemakitten/winobias_antistereotype_test_v5 (#15) fcaf6d2

Add evaluation results on the mathemakitten--winobias_antistereotype_test_v5 config and test split of mathemakitten/winobias_antistereotype_test_v5 (#14) 044becf

Add evaluation results on the mathemakitten--winobias_antistereotype_test_cot_v3 config and test split of mathemakitten/winobias_antistereotype_test_cot_v3 (#11) 6129b11

Add evaluation results on the mathemakitten--winobias_antistereotype_test_cot_v1 config and test split of mathemakitten/winobias_antistereotype_test_cot_v1 (#10) 72fe103

Update README.md 997b07e

Add evaluation results on the inverse-scaling--redefine-math config and train split of inverse-scaling/redefine-math (#4) b74d1b8

Update README.md d07b107

Add evaluation results on the inverse-scaling--quote-repetition config and train split of inverse-scaling/quote-repetition (#3) 053dfe5

Add evaluation results on the inverse-scaling--NeQA config and train split of inverse-scaling/NeQA (#2) 214f35b

Add evaluation results on the inverse-scaling--41 config and train split of inverse-scaling/41 (#1) b96cb30

cp opt-13b 9bb52b1

initial commit 8ce6ac3

Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator (#17)

5d5e911

Add evaluation results on the mathemakitten--winobias_antistereotype_test_v5 config and test split of mathemakitten/winobias_antistereotype_test_v5 (#16)

f36b058

Add evaluation results on the mathemakitten--winobias_antistereotype_test_v5 config and test split of mathemakitten/winobias_antistereotype_test_v5 (#15)

fcaf6d2

Add evaluation results on the mathemakitten--winobias_antistereotype_test_v5 config and test split of mathemakitten/winobias_antistereotype_test_v5 (#14)

044becf

Add evaluation results on the mathemakitten--winobias_antistereotype_test_cot_v3 config and test split of mathemakitten/winobias_antistereotype_test_cot_v3 (#11)

6129b11

Add evaluation results on the mathemakitten--winobias_antistereotype_test_cot_v1 config and test split of mathemakitten/winobias_antistereotype_test_cot_v1 (#10)

72fe103

Update README.md

997b07e

Add evaluation results on the inverse-scaling--redefine-math config and train split of inverse-scaling/redefine-math (#4)

b74d1b8

Update README.md

d07b107

Add evaluation results on the inverse-scaling--quote-repetition config and train split of inverse-scaling/quote-repetition (#3)

053dfe5

Add evaluation results on the inverse-scaling--NeQA config and train split of inverse-scaling/NeQA (#2)

214f35b

Add evaluation results on the inverse-scaling--41 config and train split of inverse-scaling/41 (#1)

b96cb30

cp opt-13b

9bb52b1

initial commit

8ce6ac3