Instructions to use cvnberk/solidity-generator with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use cvnberk/solidity-generator with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="cvnberk/solidity-generator")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("cvnberk/solidity-generator") model = AutoModelForCausalLM.from_pretrained("cvnberk/solidity-generator") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use cvnberk/solidity-generator with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "cvnberk/solidity-generator" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "cvnberk/solidity-generator", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/cvnberk/solidity-generator
- SGLang
How to use cvnberk/solidity-generator 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 "cvnberk/solidity-generator" \ --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": "cvnberk/solidity-generator", "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 "cvnberk/solidity-generator" \ --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": "cvnberk/solidity-generator", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use cvnberk/solidity-generator with Docker Model Runner:
docker model run hf.co/cvnberk/solidity-generator
Adding ONNX file of this model
#3
by Pipper - opened
- onnx/config.json +38 -0
- onnx/decoder_model.onnx +3 -0
- onnx/decoder_model_merged.onnx +3 -0
- onnx/decoder_with_past_model.onnx +3 -0
- onnx/generation_config.json +6 -0
- onnx/merges.txt +0 -0
- onnx/special_tokens_map.json +6 -0
- onnx/tokenizer.json +0 -0
- onnx/tokenizer_config.json +9 -0
- onnx/vocab.json +0 -0
onnx/config.json
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{
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"_name_or_path": "ckandemir/solidity-generator",
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 50256,
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"embd_pdrop": 0.1,
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"eos_token_id": 50256,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 1024,
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"n_embd": 768,
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"n_head": 12,
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"n_inner": null,
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"n_layer": 12,
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"n_positions": 1024,
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"reorder_and_upcast_attn": true,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": true,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"task_specific_params": {
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"text-generation": {
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"do_sample": true,
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"max_length": 50
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}
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},
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"transformers_version": "4.30.2",
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"use_cache": true,
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"vocab_size": 32768
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}
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onnx/decoder_model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:2a044e78859cb255469d66d0b12a611bca6e3c650d05f7ca555885735096b3e5
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size 546280326
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onnx/decoder_model_merged.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:1bd7f900499bcec553f4f807fe22b20847ee62ec1988e630a41514b9f8a9d798
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size 547870735
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onnx/decoder_with_past_model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:86643cc7f2038161f6f18e410cf83ba2cf4c4f92da1d8d4f36df1cdb52e9e0bf
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size 546287145
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onnx/generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 50256,
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"eos_token_id": 50256,
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"transformers_version": "4.30.2"
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}
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onnx/merges.txt
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onnx/special_tokens_map.json
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{
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"bos_token": "<|endoftext|>",
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"eos_token": "<|endoftext|>",
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"pad_token": "<|endoftext|>",
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"unk_token": "<|endoftext|>"
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}
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onnx/tokenizer.json
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onnx/tokenizer_config.json
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{
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"add_prefix_space": false,
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"bos_token": "<|endoftext|>",
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"clean_up_tokenization_spaces": true,
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"eos_token": "<|endoftext|>",
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"model_max_length": 1024,
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"tokenizer_class": "GPT2Tokenizer",
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"unk_token": "<|endoftext|>"
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}
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onnx/vocab.json
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