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allenai
/
MolmoE-1B-0924

Image-Text-to-Text
Transformers
PyTorch
English
molmo
text-generation
multimodal
Mixture of Experts
olmo
olmoe
molmoe
custom_code
Model card Files Files and versions
xet
Community
29

Instructions to use allenai/MolmoE-1B-0924 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use allenai/MolmoE-1B-0924 with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("image-text-to-text", model="allenai/MolmoE-1B-0924", trust_remote_code=True)
    # Load model directly
    from transformers import AutoModelForCausalLM
    model = AutoModelForCausalLM.from_pretrained("allenai/MolmoE-1B-0924", trust_remote_code=True, dtype="auto")
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps Settings
  • vLLM

    How to use allenai/MolmoE-1B-0924 with vLLM:

    Install from pip and serve model
    # Install vLLM from pip:
    pip install vllm
    # Start the vLLM server:
    vllm serve "allenai/MolmoE-1B-0924"
    # Call the server using curl (OpenAI-compatible API):
    curl -X POST "http://localhost:8000/v1/completions" \
    	-H "Content-Type: application/json" \
    	--data '{
    		"model": "allenai/MolmoE-1B-0924",
    		"prompt": "Once upon a time,",
    		"max_tokens": 512,
    		"temperature": 0.5
    	}'
    Use Docker
    docker model run hf.co/allenai/MolmoE-1B-0924
  • SGLang

    How to use allenai/MolmoE-1B-0924 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 "allenai/MolmoE-1B-0924" \
        --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": "allenai/MolmoE-1B-0924",
    		"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 "allenai/MolmoE-1B-0924" \
            --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": "allenai/MolmoE-1B-0924",
    		"prompt": "Once upon a time,",
    		"max_tokens": 512,
    		"temperature": 0.5
    	}'
  • Docker Model Runner

    How to use allenai/MolmoE-1B-0924 with Docker Model Runner:

    docker model run hf.co/allenai/MolmoE-1B-0924
New discussion
Resources
  • PR & discussions documentation
  • Code of Conduct
  • Hub documentation

Issues with Quick Start in Google Collab

1
#28 opened 10 months ago by
Maylaneg

add AIBOM

#27 opened 12 months ago by
RiccardoDav

Possible bug in modeling_molmoe.py

#26 opened about 1 year ago by
EthanLeoLYX

Can Molmo annotate bounding box?

#24 opened over 1 year ago by
TikaToka

Error processing images: 'MolmoProcessor' object is not callable

😎 1
5
#23 opened over 1 year ago by
PadmajaVaishnavi

Wasn't this model supposed to take around 3-4 GB given it's only 1B parameters?

3
#21 opened over 1 year ago by
ahsannawazch

Multi-turn Chat History Management

#19 opened over 1 year ago by
Jaykumaran17

What are the library dependencies?

🔥 1
1
#18 opened over 1 year ago by
entchronology

vllm support

3
#16 opened over 1 year ago by
gertrud

Does the model support Float16 and Bfloat16 precision?

4
#12 opened over 1 year ago by
AoZhang

Model OS Error

3
#10 opened over 1 year ago by
bshobhit67

is peft_model_id present for this model?

👍 1
#9 opened over 1 year ago by
aniket1997

Examples of fine-tuning code?

❤️ 1
5
#7 opened over 1 year ago by
gertrud

VRAM - how to run

2
#6 opened over 1 year ago by
SinanAkkoyun

RTX 3090 24GB working with extra env var

❤️ 3
5
#4 opened over 1 year ago by
cktlco

How to run it on a mobile device?

👀 1
3
#1 opened over 1 year ago by
KoiSikhaDo
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