Text Generation
Transformers
Safetensors
English
qwen3_5_text
dynquant
quantization
mixed-precision
text-to-sql
qlora
conversational
Instructions to use VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit") model = AutoModelForCausalLM.from_pretrained("VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit", device_map="auto") 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]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit
- SGLang
How to use VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit 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 "VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit" \ --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": "VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit", "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 "VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit" \ --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": "VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit with Docker Model Runner:
docker model run hf.co/VikramPal/Qwen3.8-27B-text2sql-DynQuant-3bit
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| "model": "/workspace/runs-s2/qwen38-27b.text2sql/merged", | |
| "stats": "/workspace/runs-s2/qwen38-27b.text2sql/stats/dynquant_stats.json", | |
| "allocator": "rank_product", | |
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| "model.layers.9.linear_attn.out_proj": 3, | |
| "model.layers.9.mlp.down_proj": 2, | |
| "model.layers.9.mlp.gate_proj": 2, | |
| "model.layers.9.mlp.up_proj": 2 | |
| } | |
| } | |
| } | |
| } |