Instructions to use bigscience/bloom-1b1-intermediate with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use bigscience/bloom-1b1-intermediate with Transformers:

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

pipe = pipeline("text-generation", model="bigscience/bloom-1b1-intermediate")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("bigscience/bloom-1b1-intermediate")
model = AutoModelForCausalLM.from_pretrained("bigscience/bloom-1b1-intermediate", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use bigscience/bloom-1b1-intermediate with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "bigscience/bloom-1b1-intermediate"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "bigscience/bloom-1b1-intermediate",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/bigscience/bloom-1b1-intermediate

SGLang

How to use bigscience/bloom-1b1-intermediate 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 "bigscience/bloom-1b1-intermediate" \
    --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": "bigscience/bloom-1b1-intermediate",
		"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 "bigscience/bloom-1b1-intermediate" \
        --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": "bigscience/bloom-1b1-intermediate",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use bigscience/bloom-1b1-intermediate with Docker Model Runner:
```
docker model run hf.co/bigscience/bloom-1b1-intermediate
```

bloom-1b1-intermediate

Commit History

Adding `safetensors` variant of this model (#2)

5f57bed
verified

christopher

SFconvertbot commited on Dec 20, 2024

Fix architecture (#1)

7ced096

cakiki

lewtun HF Staff commited on Feb 10, 2023

Update README.md

fa03bb6

Muennighoff commited on Aug 7, 2022

Create new file

632e89d

Muennighoff commited on Aug 7, 2022

new data

8344433

bigscience-bot commited on Aug 7, 2022

new data

c91fbf3

bigscience-bot commited on Aug 7, 2022

new data

6cbd59e

bigscience-bot commited on Aug 7, 2022

new data

3541a2d

bigscience-bot commited on Aug 7, 2022

new data

cedf5e4

bigscience-bot commited on Aug 7, 2022

new data

f7be01f

bigscience-bot commited on Aug 7, 2022

new data

b0a4d92

bigscience-bot commited on Aug 7, 2022

new data

d0ad48e

bigscience-bot commited on Aug 7, 2022

initial commit

cfe4a53

Muennighoff commited on Aug 7, 2022

Commit History

Adding `safetensors` variant of this model (#2) 5f57bed verified

Fix architecture (#1) 7ced096

Update README.md fa03bb6

Create new file 632e89d

new data 8344433

new data c91fbf3

new data 6cbd59e

new data 3541a2d

new data cedf5e4

new data f7be01f

new data b0a4d92

new data d0ad48e

initial commit cfe4a53

Adding `safetensors` variant of this model (#2)

5f57bed
verified

Fix architecture (#1)

7ced096

Update README.md

fa03bb6

Create new file

632e89d

new data

8344433

new data

c91fbf3

new data

6cbd59e

new data

3541a2d

new data

cedf5e4

new data

f7be01f

new data

b0a4d92

new data

d0ad48e

initial commit

cfe4a53