metadata

license: mit
library_name: transformers
base_model: deepseek-ai/DeepSeek-R1-Distill-Llama-8B
tags:
  - mlx

decisionslab/Dlab-852-4bit

The Model decisionslab/Dlab-852-4bit was converted to MLX format from deepseek-ai/DeepSeek-R1-Distill-Llama-8B using mlx-lm version 0.21.1.

Use with mlx

pip install mlx-lm

from mlx_lm import load, generate

model, tokenizer = load("decisionslab/Dlab-852-8B-4bit")

prompt = "hello"

if tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, add_generation_prompt=True
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)

decisionslab/Dlab-852-4bit

The Model decisionslab/Dlab-852-4bit was converted to MLX format from deepseek-ai/DeepSeek-R1-Distill-Llama-8B using mlx-lm version 0.21.1.

Model Overview

Model Name:decisionslab/Dlab-852-4bit Base Model: deepseek-ai/DeepSeek-R1-Distill-Llama-8B
Intended Use: Cultural aligned deep reasoning for Hong Kong
Language(s): Primarily English

Model Description

decisionslab/Dlab-852-4bit is a fine-tuned version of deepseek-ai/DeepSeek-R1-Distill-Llama-8B, optimized to align with the cultural and social perspectives relevant to Hong Kong. The model is trained using a dataset that includes World Values Survey data and additional Hong Kong-specific datasets curated by Decisions Lab. The goal of this fine-tuning process is to enhance the model's capability with cultural alignment to Hong Kong for deep thinking, and contextual reasoning.

Intended Use Cases

Policy simulation and decision support in Hong Kong-related contexts.
Deep reasoning tasks involving multi-perspective analysis.
Language and social interaction modeling tailored for Hong Kong users.

Evaluation

The model is currently under evaluation, and CD Eval results will be published in a future update.

License

All content in this repository is proprietary and confidential. The software and any associated documentation files are the exclusive property of Decisions Lab. Unauthorized copying, distribution, modification, or use of this software, via any medium, is strictly prohibited. Access to and use of this software requires explicit permission from Decisions Lab.

Contact

For inquiries, collaborations, or feedback, please contact Decisions Lab via [email protected].