Text Generation
MLX
English
structured-generation
parallel-decoding
constrained-decoding
apple-silicon
classification
json
Instructions to use botp/Qwen-2.5-1B-RLCD with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use botp/Qwen-2.5-1B-RLCD with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # if on a CUDA device, also pip install mlx[cuda] # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("botp/Qwen-2.5-1B-RLCD") prompt = "Once upon a time in" text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use botp/Qwen-2.5-1B-RLCD with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Generate some text mlx_lm.generate --model "botp/Qwen-2.5-1B-RLCD" --prompt "Once upon a time"
- Atomic Chat
Download core/__init__.py from botp/Qwen-2.5-1B-RLCD: direct link, hf CLI and curl.
- Browser
- Download file 663 Bytes
-
https://huggingface.co/botp/Qwen-2.5-1B-RLCD/resolve/main/core/__init__.py
- Command line
-
hf download hf://botp/Qwen-2.5-1B-RLCD/core/__init__.py
-
curl -L -o __init__.py https://huggingface.co/botp/Qwen-2.5-1B-RLCD/resolve/main/core/__init__.py
663 Bytes
| """ | |
| Parallel Constrained Structured Generation Engine. | |
| """ | |
| from core.schema import StructuredSchema, FieldDefinition | |
| from core.engine import ( | |
| get_engine, | |
| run_parallel_generation, | |
| run_naive_generation, | |
| stream_naive_generation, | |
| # Backward compatibility | |
| run_rlcd_generation, | |
| ) | |
| from core.prompt_builder import ( | |
| build_naive_json_prompt, | |
| build_parallel_field_prompts, | |
| ) | |
| __all__ = [ | |
| "StructuredSchema", | |
| "FieldDefinition", | |
| "get_engine", | |
| "run_parallel_generation", | |
| "run_naive_generation", | |
| "stream_naive_generation", | |
| "build_naive_json_prompt", | |
| "build_parallel_field_prompts", | |
| "run_rlcd_generation", | |
| ] | |