Text Generation
Transformers
ONNX
Safetensors
Transformers.js
English
qwen2
pittsburghese
dialect
wasm
conversational
text-generation-inference
Instructions to use Dev4PGH/pittsburghese-model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Dev4PGH/pittsburghese-model with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="Dev4PGH/pittsburghese-model") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("Dev4PGH/pittsburghese-model") model = AutoModelForCausalLM.from_pretrained("Dev4PGH/pittsburghese-model") messages = [ {"role": "user", "content": "Who are you?"}, ] inputs = tokenizer.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=40) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Transformers.js
How to use Dev4PGH/pittsburghese-model with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('text-generation', 'Dev4PGH/pittsburghese-model'); - Notebooks
- Google Colab
- Kaggle
- Local Apps
- vLLM
How to use Dev4PGH/pittsburghese-model with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Dev4PGH/pittsburghese-model" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Dev4PGH/pittsburghese-model", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/Dev4PGH/pittsburghese-model
- SGLang
How to use Dev4PGH/pittsburghese-model 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 "Dev4PGH/pittsburghese-model" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Dev4PGH/pittsburghese-model", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'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 "Dev4PGH/pittsburghese-model" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Dev4PGH/pittsburghese-model", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use Dev4PGH/pittsburghese-model with Docker Model Runner:
docker model run hf.co/Dev4PGH/pittsburghese-model
Add fp32 ONNX model
Browse files- .gitattributes +31 -31
- onnx/model.onnx +3 -0
- onnx/model.onnx_data +3 -0
- tokenizer_config.json +1 -1
- web_export_meta.json +4 -1
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onnx/model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:17c1f05b3f8c6c1a0f43fcb4ed33ade95b005a4cca1fb00510942e65c7334d85
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size 1125455
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onnx/model.onnx_data
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tokenizer_config.json
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"split_special_tokens": false,
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"tokenizer_class": "Qwen2Tokenizer",
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"unk_token": null,
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"chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{ '<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>\n' }}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}"
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}
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"split_special_tokens": false,
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"tokenizer_class": "Qwen2Tokenizer",
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"unk_token": null,
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"chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{ '<|im_start|>' + message['role'] + '\\n' + message['content'] + '<|im_end|>\\n' }}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\\n' }}{% endif %}"
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}
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web_export_meta.json
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"exported_from": "pittsburghese-merged-prompt-completion",
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"output_dir": "pittsburghese-web",
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"onnx_task": "text-generation-with-past",
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"
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"note": "Tokenizer chat_template normalized to a simple inference ChatML template for web use."
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}
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"exported_from": "pittsburghese-merged-prompt-completion",
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"output_dir": "pittsburghese-web",
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"onnx_task": "text-generation-with-past",
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"variants": [
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"fp32",
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"q8"
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],
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"note": "Tokenizer chat_template normalized to a simple inference ChatML template for web use."
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}
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