Instructions to use AdamG012/chat-opt-1.3b-sft-deepspeed with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use AdamG012/chat-opt-1.3b-sft-deepspeed with Transformers:

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

pipe = pipeline("text-generation", model="AdamG012/chat-opt-1.3b-sft-deepspeed")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("AdamG012/chat-opt-1.3b-sft-deepspeed")
model = AutoModelForCausalLM.from_pretrained("AdamG012/chat-opt-1.3b-sft-deepspeed", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use AdamG012/chat-opt-1.3b-sft-deepspeed with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "AdamG012/chat-opt-1.3b-sft-deepspeed"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "AdamG012/chat-opt-1.3b-sft-deepspeed",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/AdamG012/chat-opt-1.3b-sft-deepspeed

SGLang

How to use AdamG012/chat-opt-1.3b-sft-deepspeed 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 "AdamG012/chat-opt-1.3b-sft-deepspeed" \
    --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": "AdamG012/chat-opt-1.3b-sft-deepspeed",
		"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 "AdamG012/chat-opt-1.3b-sft-deepspeed" \
        --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": "AdamG012/chat-opt-1.3b-sft-deepspeed",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use AdamG012/chat-opt-1.3b-sft-deepspeed with Docker Model Runner:
```
docker model run hf.co/AdamG012/chat-opt-1.3b-sft-deepspeed
```

chat-opt-1.3b-sft-deepspeed

Commit History

Update README.md

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AdamG012 commited on Apr 25, 2023

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AdamG012 commited on Apr 25, 2023

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AdamG012 commited on Apr 25, 2023

Merge branch 'main' of hf.co:FSALab/fsalab-chat-opt-1.3b-sft-deepspeed

19313bc

Adam commited on Apr 22, 2023

feat: updating model

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Adam commited on Apr 22, 2023

Update README.md

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AdamG012 commited on Apr 17, 2023

feat: updated links

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Adam commited on Apr 17, 2023

feat: updated links

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Adam commited on Apr 17, 2023

feat: updated README

0d7872b

Adam commited on Apr 15, 2023

feat: adding in sft model

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Adam commited on Apr 15, 2023

initial commit

8dc4741

AdamG012 commited on Apr 15, 2023

Commit History

Update README.md 28f2b92

Update README.md 8b33723

Update README.md e79fa60

Update README.md 75aa9a0

Merge branch 'main' of hf.co:FSALab/fsalab-chat-opt-1.3b-sft-deepspeed 19313bc

feat: updating model 8322d15

Update README.md 347901f

feat: updated links 13f157d

feat: updated links 4e8b8a4

feat: updated README 0d7872b

feat: adding in sft model 1d60072

initial commit 8dc4741

Update README.md

28f2b92

Update README.md

8b33723

Update README.md

e79fa60

Update README.md

75aa9a0

Merge branch 'main' of hf.co:FSALab/fsalab-chat-opt-1.3b-sft-deepspeed

19313bc

feat: updating model

8322d15

Update README.md

347901f

feat: updated links

13f157d

feat: updated links

4e8b8a4

feat: updated README

0d7872b

feat: adding in sft model

1d60072

initial commit

8dc4741