Instructions to use openaccess-ai-collective/mpt-7b-replit-update with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use openaccess-ai-collective/mpt-7b-replit-update with Transformers:

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

pipe = pipeline("text-generation", model="openaccess-ai-collective/mpt-7b-replit-update", trust_remote_code=True)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("openaccess-ai-collective/mpt-7b-replit-update", trust_remote_code=True)
model = AutoModelForCausalLM.from_pretrained("openaccess-ai-collective/mpt-7b-replit-update", trust_remote_code=True)

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use openaccess-ai-collective/mpt-7b-replit-update with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "openaccess-ai-collective/mpt-7b-replit-update"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "openaccess-ai-collective/mpt-7b-replit-update",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/openaccess-ai-collective/mpt-7b-replit-update

SGLang

How to use openaccess-ai-collective/mpt-7b-replit-update 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 "openaccess-ai-collective/mpt-7b-replit-update" \
    --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": "openaccess-ai-collective/mpt-7b-replit-update",
		"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 "openaccess-ai-collective/mpt-7b-replit-update" \
        --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": "openaccess-ai-collective/mpt-7b-replit-update",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use openaccess-ai-collective/mpt-7b-replit-update with Docker Model Runner:
```
docker model run hf.co/openaccess-ai-collective/mpt-7b-replit-update
```

mpt-7b-replit-update

Commit History

update to replit's latest changes

72fae5b

winglian commited on May 27, 2023

Update README.md

4ff95c4

sam-mosaic commited on May 25, 2023

Add eos_token_id to generation config (#26)

1495837

sam-mosaic Mayank Mishra commited on May 23, 2023

updt flash_attn_triton import (#37)

11711b0

daking

vchiley commited on May 23, 2023

add flash_attn_triton.py (#34)

aeea751

daking

vchiley commited on May 23, 2023

Update README.md

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b85bb66

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b89fd37

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Remove print about meta init (#3)

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daking commited on May 5, 2023

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ac0e76a

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jfrankle commited on May 5, 2023

Add loss function and bool cast

f438eeb

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Create README.md

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Upload folder using huggingface_hub

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Commit History

update to replit's latest changes 72fae5b

Update README.md 4ff95c4

Add eos_token_id to generation config (#26) 1495837

updt flash_attn_triton import (#37) 11711b0

add flash_attn_triton.py (#34) aeea751

Update README.md d830485

Update README.md b85bb66

Update README.md b89fd37

Remove print about meta init (#3) ceeb02a

Update README.md 3a2139e

Update README.md 48823a4

Update README.md b0c31f8

Update README.md 2435297

Update README.md 1bcf6fd

Update README.md ac0e76a

Update README.md 0a3263c

Add loss function and bool cast f438eeb

Update README.md e27b4b2

Update README.md ee3acd5

Update README.md faf0584

Update README.md 6af8a50

Update README.md b1188a4

Update README.md 02a80c2

Create README.md 515e294

Upload folder using huggingface_hub c5ccdb7

initial commit 19e6251

update to replit's latest changes

72fae5b

Update README.md

4ff95c4

Add eos_token_id to generation config (#26)

1495837

updt flash_attn_triton import (#37)

11711b0

add flash_attn_triton.py (#34)

aeea751

Update README.md

d830485

Update README.md

b85bb66

Update README.md

b89fd37

Remove print about meta init (#3)

ceeb02a

Update README.md

3a2139e

Update README.md

48823a4

Update README.md

b0c31f8

Update README.md

2435297

Update README.md

1bcf6fd

Update README.md

ac0e76a

Update README.md

0a3263c

Add loss function and bool cast

f438eeb

Update README.md

e27b4b2

Update README.md

ee3acd5

Update README.md

faf0584

Update README.md

6af8a50

Update README.md

b1188a4

Update README.md

02a80c2

Create README.md

515e294

Upload folder using huggingface_hub

c5ccdb7

initial commit

19e6251