Instructions to use ralyn/NPComposer with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ralyn/NPComposer with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="ralyn/NPComposer", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("ralyn/NPComposer", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use ralyn/NPComposer with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "ralyn/NPComposer" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ralyn/NPComposer", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/ralyn/NPComposer
- SGLang
How to use ralyn/NPComposer 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 "ralyn/NPComposer" \ --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": "ralyn/NPComposer", "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 "ralyn/NPComposer" \ --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": "ralyn/NPComposer", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use ralyn/NPComposer with Docker Model Runner:
docker model run hf.co/ralyn/NPComposer
Download tokenizer_config.json from ralyn/NPComposer: direct link, hf CLI and curl.
- Browser
- Download file 32.2 kB
-
https://huggingface.co/ralyn/NPComposer/resolve/main/tokenizer_config.json
- Command line
-
hf download hf://ralyn/NPComposer/tokenizer_config.json
-
curl -L -o tokenizer_config.json https://huggingface.co/ralyn/NPComposer/resolve/main/tokenizer_config.json
32.2 kB
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| "2426": { | |
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| "2427": { | |
| "content": "<np_classifier_superclass:Meroterpenoids>", | |
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| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "2428": { | |
| "content": "<np_classifier_superclass:Miscellaneous alkaloids>", | |
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| "special": true | |
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| "2429": { | |
| "content": "<np_classifier_superclass:Miscellaneous polyketides>", | |
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| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "2430": { | |
| "content": "<np_classifier_superclass:Mitomycin derivatives>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "2431": { | |
| "content": "<np_classifier_superclass:Monoterpenoids>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "2432": { | |
| "content": "<np_classifier_superclass:Mycosporine derivatives>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "2433": { | |
| "content": "<np_classifier_superclass:Naphthalenes>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "2434": { | |
| "content": "<np_classifier_superclass:Nicotinic acid alkaloids>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "2435": { | |
| "content": "<np_classifier_superclass:Nucleosides>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| }, | |
| "2436": { | |
| "content": "<np_classifier_superclass:Octadecanoids>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false, | |
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| "content": "<np_classifier_superclass:Oligopeptides>", | |
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| "2438": { | |
| "content": "<np_classifier_superclass:Ornithine alkaloids>", | |
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| "content": "<np_classifier_superclass:Peptide alkaloids>", | |
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| "content": "<np_classifier_superclass:Phenanthrenoids>", | |
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| "2441": { | |
| "content": "<np_classifier_superclass:Phenolic acids (C6-C1)>", | |
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| }, | |
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| "content": "<np_classifier_superclass:Phenylethanoids (C6-C2)>", | |
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| "content": "<np_classifier_superclass:Phenylpropanoids (C6-C3)>", | |
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| "content": "<np_classifier_superclass:Phloroglucinols>", | |
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| }, | |
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| "content": "<np_classifier_superclass:Polycyclic aromatic polyketides>", | |
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| "content": "<np_classifier_superclass:Polyethers>", | |
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| }, | |
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| }, | |
| "2448": { | |
| "content": "<np_classifier_superclass:Polyprenols>", | |
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| }, | |
| "2449": { | |
| "content": "<np_classifier_superclass:Proline alkaloids>", | |
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| }, | |
| "2450": { | |
| "content": "<np_classifier_superclass:Pseudoalkaloids>", | |
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| }, | |
| "2451": { | |
| "content": "<np_classifier_superclass:Saccharides>", | |
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| }, | |
| "2452": { | |
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| "2453": { | |
| "content": "<np_classifier_superclass:Sesquiterpenoids>", | |
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| "2454": { | |
| "content": "<np_classifier_superclass:Sesterterpenoids>", | |
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| "2455": { | |
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| }, | |
| "2456": { | |
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| }, | |
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| "content": "<np_classifier_superclass:Steroids>", | |
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| }, | |
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| "content": "<np_classifier_superclass:Stilbenoids>", | |
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| }, | |
| "2459": { | |
| "content": "<np_classifier_superclass:Styrylpyrones>", | |
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| }, | |
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| "content": "<np_classifier_superclass:Tetramate alkaloids>", | |
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| "content": "<np_classifier_superclass:Triterpenoids>", | |
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| }, | |
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| "content": "<np_classifier_superclass:Tryptophan alkaloids>", | |
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| "content": "<np_classifier_superclass:Tyrosine alkaloids>", | |
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| }, | |
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| } | |
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| "<aromatic_rings_count:11>", | |
| "<aromatic_rings_count:12>", | |
| "<aromatic_rings_count:13>", | |
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| "<aromatic_rings_count:17>", | |
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| "<aromatic_rings_count:2>", | |
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| "<aromatic_rings_count:4>", | |
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| "<aromatic_rings_count:7>", | |
| "<aromatic_rings_count:8>", | |
| "<aromatic_rings_count:9>", | |
| "<np_classifier_is_glycoside:False>", | |
| "<np_classifier_is_glycoside:True>", | |
| "<np_classifier_pathway:Alkaloids>", | |
| "<np_classifier_pathway:Amino acids and Peptides>", | |
| "<np_classifier_pathway:Carbohydrates>", | |
| "<np_classifier_pathway:Fatty acids>", | |
| "<np_classifier_pathway:Polyketides>", | |
| "<np_classifier_pathway:Shikimates and Phenylpropanoids>", | |
| "<np_classifier_pathway:Terpenoids>", | |
| "<np_classifier_superclass:Alkylresorcinols>", | |
| "<np_classifier_superclass:Amino acid glycosides>", | |
| "<np_classifier_superclass:Aminosugars and aminoglycosides>", | |
| "<np_classifier_superclass:Anthranilic acid alkaloids>", | |
| "<np_classifier_superclass:Apocarotenoids>", | |
| "<np_classifier_superclass:Aromatic polyketides>", | |
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| "<np_classifier_superclass:Carotenoids (C45)>", | |
| "<np_classifier_superclass:Carotenoids (C50)>", | |
| "<np_classifier_superclass:Chromanes>", | |
| "<np_classifier_superclass:Coumarins>", | |
| "<np_classifier_superclass:Cyclic polyketides>", | |
| "<np_classifier_superclass:Diarylheptanoids>", | |
| "<np_classifier_superclass:Diazotetronic acids and derivatives>", | |
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| "<np_classifier_superclass:Diterpenoids>", | |
| "<np_classifier_superclass:Docosanoids>", | |
| "<np_classifier_superclass:Eicosanoids>", | |
| "<np_classifier_superclass:Fatty Acids and Conjugates>", | |
| "<np_classifier_superclass:Fatty acyl glycosides>", | |
| "<np_classifier_superclass:Fatty acyls>", | |
| "<np_classifier_superclass:Fatty amides>", | |
| "<np_classifier_superclass:Fatty esters>", | |
| "<np_classifier_superclass:Flavonoids>", | |
| "<np_classifier_superclass:Fluorenes>", | |
| "<np_classifier_superclass:Glycerolipids>", | |
| "<np_classifier_superclass:Glycerophospholipids>", | |
| "<np_classifier_superclass:Guanidine alkaloids>", | |
| "<np_classifier_superclass:Histidine alkaloids>", | |
| "<np_classifier_superclass:Isoflavonoids>", | |
| "<np_classifier_superclass:Lignans>", | |
| "<np_classifier_superclass:Linear polyketides>", | |
| "<np_classifier_superclass:Lysine alkaloids>", | |
| "<np_classifier_superclass:Macrolides>", | |
| "<np_classifier_superclass:Meroterpenoids>", | |
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| "<np_classifier_superclass:Miscellaneous polyketides>", | |
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| "<np_classifier_superclass:Monoterpenoids>", | |
| "<np_classifier_superclass:Mycosporine derivatives>", | |
| "<np_classifier_superclass:Naphthalenes>", | |
| "<np_classifier_superclass:Nicotinic acid alkaloids>", | |
| "<np_classifier_superclass:Nucleosides>", | |
| "<np_classifier_superclass:Octadecanoids>", | |
| "<np_classifier_superclass:Oligopeptides>", | |
| "<np_classifier_superclass:Ornithine alkaloids>", | |
| "<np_classifier_superclass:Peptide alkaloids>", | |
| "<np_classifier_superclass:Phenanthrenoids>", | |
| "<np_classifier_superclass:Phenolic acids (C6-C1)>", | |
| "<np_classifier_superclass:Phenylethanoids (C6-C2)>", | |
| "<np_classifier_superclass:Phenylpropanoids (C6-C3)>", | |
| "<np_classifier_superclass:Phloroglucinols>", | |
| "<np_classifier_superclass:Polycyclic aromatic polyketides>", | |
| "<np_classifier_superclass:Polyethers>", | |
| "<np_classifier_superclass:Polyols>", | |
| "<np_classifier_superclass:Polyprenols>", | |
| "<np_classifier_superclass:Proline alkaloids>", | |
| "<np_classifier_superclass:Pseudoalkaloids>", | |
| "<np_classifier_superclass:Saccharides>", | |
| "<np_classifier_superclass:Serine alkaloids>", | |
| "<np_classifier_superclass:Sesquiterpenoids>", | |
| "<np_classifier_superclass:Sesterterpenoids>", | |
| "<np_classifier_superclass:Small peptides>", | |
| "<np_classifier_superclass:Sphingolipids>", | |
| "<np_classifier_superclass:Steroids>", | |
| "<np_classifier_superclass:Stilbenoids>", | |
| "<np_classifier_superclass:Styrylpyrones>", | |
| "<np_classifier_superclass:Terphenyls>", | |
| "<np_classifier_superclass:Tetramate alkaloids>", | |
| "<np_classifier_superclass:Triterpenoids>", | |
| "<np_classifier_superclass:Tropolones>", | |
| "<np_classifier_superclass:Tryptophan alkaloids>", | |
| "<np_classifier_superclass:Tyrosine alkaloids>", | |
| "<np_classifier_superclass:Xanthones>", | |
| "<np_classifier_superclass:β-lactams>", | |
| "<np_classifier_superclass:γ-lactam-β-lactones>", | |
| "<qed_bin:0.1<=qed<0.2>", | |
| "<qed_bin:0.2<=qed<0.3>", | |
| "<qed_bin:0.3<=qed<0.4>", | |
| "<qed_bin:0.4<=qed<0.5>", | |
| "<qed_bin:0.5<=qed<0.6>", | |
| "<qed_bin:0.6<=qed<0.7>", | |
| "<qed_bin:0.7<=qed<0.8>", | |
| "<qed_bin:0.8<=qed<0.9>", | |
| "<qed_bin:0.9<=qed<1>", | |
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| "<sa_bin:6<=sa<7>", | |
| "<sa_bin:7<=sa<8>", | |
| "<sa_bin:8<=sa<9>", | |
| "<sa_bin:9<=sa<10>" | |
| ], | |
| "auto_map": { | |
| "AutoTokenizer": [ | |
| "ibm-research/MoLFormer-XL-both-10pct--tokenization_molformer.MolformerTokenizer", | |
| "ibm-research/MoLFormer-XL-both-10pct--tokenization_molformer_fast.MolformerTokenizerFast" | |
| ] | |
| }, | |
| "clean_up_tokenization_spaces": true, | |
| "cls_token": "<bos>", | |
| "mask_token": "<mask>", | |
| "model_max_length": 1000000000000000019884624838656, | |
| "pad_token": "<pad>", | |
| "sep_token": "<eos>", | |
| "tokenizer_class": "MolformerTokenizer", | |
| "unk_token": "<unk>" | |
| } | |