Instructions to use tiiuae/falcon-mamba-7b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use tiiuae/falcon-mamba-7b with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="tiiuae/falcon-mamba-7b")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("tiiuae/falcon-mamba-7b") model = AutoModelForCausalLM.from_pretrained("tiiuae/falcon-mamba-7b", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use tiiuae/falcon-mamba-7b with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "tiiuae/falcon-mamba-7b" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "tiiuae/falcon-mamba-7b", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/tiiuae/falcon-mamba-7b
- SGLang
How to use tiiuae/falcon-mamba-7b 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 "tiiuae/falcon-mamba-7b" \ --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": "tiiuae/falcon-mamba-7b", "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 "tiiuae/falcon-mamba-7b" \ --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": "tiiuae/falcon-mamba-7b", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use tiiuae/falcon-mamba-7b with Docker Model Runner:
docker model run hf.co/tiiuae/falcon-mamba-7b
Upload MambaForCausalLM
Browse files- config.json +3 -3
- generation_config.json +1 -1
- model-00001-of-00003.safetensors +2 -2
- model-00002-of-00003.safetensors +2 -2
- model-00003-of-00003.safetensors +2 -2
- model.safetensors.index.json +1 -1
config.json
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"_name_or_path": "./",
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"initializer_range": 0.1,
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"intermediate_size": 8192,
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"num_hidden_layers": 64,
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"residual_in_fp32": true,
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"state_size": 16,
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"_name_or_path": "./",
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"architectures": [
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"bos_token_id": 0,
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"conv_kernel": 4,
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"initializer_range": 0.1,
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"intermediate_size": 8192,
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"layer_norm_epsilon": 1e-05,
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"model_type": "mamba",
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"num_hidden_layers": 64,
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"pad_token_id": 11,
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"rescale_prenorm_residual": false,
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"residual_in_fp32": true,
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"state_size": 16,
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generation_config.json
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"_from_model_config": true,
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"transformers_version": "4.43.0.dev0"
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"pad_token_id": 11,
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"transformers_version": "4.43.0.dev0"
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