Add files using upload-large-folder tool

README.md

@@ -1,19 +1,4 @@
 ---
-tags:
-- facebook
-- meta
-- pytorch
-- llama
-- llama-3
-- mlx
-- mlx
-- reasoning
-- llama
-- deepseek
-- ollama
-- chain-of-thoughts
-- small-llm
-- edge
 base_model: mlx-community/Llama-3.2-3B-Instruct
 language:
 - en
@@ -27,6 +12,14 @@ language:
 library_name: transformers
 license: llama3.2
 pipeline_tag: text-generation
+tags:
+- facebook
+- meta
+- pytorch
+- llama
+- llama-3
+- mlx
+- mlx
 extra_gated_prompt: "### LLAMA 3.2 COMMUNITY LICENSE AGREEMENT\n\nLlama 3.2 Version\
   \ Release Date: September 25, 2024\n\n“Agreement” means the terms and conditions\
   \ for use, reproduction, distribution  and modification of the Llama Materials set\
@@ -153,7 +146,7 @@ extra_gated_prompt: "### LLAMA 3.2 COMMUNITY LICENSE AGREEMENT\n\nLlama 3.2 Vers
   \ overburden, interfere with or impair the proper working, integrity, operation\
   \ or appearance of a website or computer system\n    7. Engage in any action, or\
   \ facilitate any action, to intentionally circumvent or remove usage restrictions\
-  \ or other safety measures, or to enable functionality disabled by Meta \n2. Engage\
+  \ or other safety measures, or to enable functionality disabled by Meta \n2. Engage\
   \ in, promote, incite, facilitate, or assist in the planning or development of activities\
   \ that present a risk of death or bodily harm to individuals, including use of Llama\
   \ 3.2 related to the following:\n    8. Military, warfare, nuclear industries or\
@@ -174,7 +167,7 @@ extra_gated_prompt: "### LLAMA 3.2 COMMUNITY LICENSE AGREEMENT\n\nLlama 3.2 Vers
   \ without consent, authorization, or legal right\n    18. Representing that the\
   \ use of Llama 3.2 or outputs are human-generated\n    19. Generating or facilitating\
   \ false online engagement, including fake reviews and other means of fake online\
-  \ engagement \n4. Fail to appropriately disclose to end users any known dangers\
+  \ engagement \n4. Fail to appropriately disclose to end users any known dangers\
   \ of your AI system 5. Interact with third party tools, models, or software designed\
   \ to generate unlawful content or engage in unlawful or harmful conduct and/or represent\
   \ that the outputs of such tools, models, or software are associated with Meta or\
@@ -214,46 +207,31 @@ extra_gated_description: The information you provide will be collected, stored,
   and shared in accordance with the [Meta Privacy Policy](https://www.facebook.com/privacy/policy/).
 extra_gated_button_content: Submit
 ---
-# ReasonableLlama-3B: A Fine-Tuned Reasoning Model
-
-HF: https://huggingface.co/adeelahmad/ReasonableLlama3-3B-Jr
-Ollama: https://ollama.com/adeelahmad/ReasonableLLAMA-Jr-3b
-
 
-Welcome to **ReasonableLlama-3B**, a cutting-edge reasoning model built on the foundation of LLaMA-3B. This model has been carefully fine-tuned to enhance its capabilities in logical
-thinking, problem-solving, and creative analysis.
+# adeelahmad/ReasonableLlama3-3B-Jr
 
-## Overview
-- **Model Name**: ReasonableLlama-3B
-- **Base Architecture**: LLaMA-3B (Large Language Model with 3B parameters)
-- **Purpose**: Designed for tasks requiring advanced reasoning, problem-solving, and creative thinking
+The Model [adeelahmad/ReasonableLlama3-3B-Jr](https://huggingface.co/adeelahmad/ReasonableLlama3-3B-Jr) was
+converted to MLX format from [mlx-community/Llama-3.2-3B-Instruct](https://huggingface.co/mlx-community/Llama-3.2-3B-Instruct)
+using mlx-lm version **0.21.4**.
 
-## Features
-- **Advanced Reasoning**: Excels in logical analysis, problem-solving, and decision-making.
-- **Creative Thinking**: Generates innovative solutions and ideas.
-- **Curriculum-Based Fine-Tuning**: Trained on high-quality datasets to enhance reasoning abilities.
+## Use with mlx
 
-## Technical Details
-- **Parameter Count**: 3B parameters
-- **Training Process**: Fine-tuned using state-of-the-art techniques for reasoning tasks
-- **Specialization**: Optimized for specific reasoning workflows and scenarios
+```bash
+pip install mlx-lm
+```
 
-## Use Cases
-- **Research**: Facilitates complex problem-solving and theoretical analysis.
-- **Education**: Assists in creating educational examples and problem sets.
-- **Problem Solving**: Helps generate innovative solutions across various domains.
+```python
+from mlx_lm import load, generate
 
-## Installation and Usage
-- **Integration**: Can be integrated into existing systems via APIs or local setup.
-- **Inputs**: Supports text and images, leveraging Ollama's versatile capabilities.
+model, tokenizer = load("adeelahmad/ReasonableLlama3-3B-Jr")
 
-## Limitations
-- **Scope**: Limited to single-step reasoning; multi-hop reasoning is a current focus area.
-- **Data Bias**: Caution with dataset provenance as it may reflect historical biases.
+prompt = "hello"
 
-## Contributing
-Contributions welcome! Fork the project, submit issues, and pull requests on GitHub. Your insights can help shape future improvements.
+if tokenizer.chat_template is not None:
+    messages = [{"role": "user", "content": prompt}]
+    prompt = tokenizer.apply_chat_template(
+        messages, add_generation_prompt=True
+    )
 
-## Citations
-- Special thanks to LLaMA's developers for providing a strong foundation.
-- Acknowledgments to the community contributing to open-source AI advancements.
+response = generate(model, tokenizer, prompt=prompt, verbose=True)
+```

model-00001-of-00002.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5917c365205f5ba3eef61aeafe7b8e74cdb58b92d9a6c76cc6232cf75db7c396
+oid sha256:2bbdd2a6974d2df44cd93567dbde3e72deed6651b49394bbd2535675002485a1
 size 5368424925

model-00002-of-00002.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6745b30770b1d8be47bdfcc3d168d22a2fac4ed19d0fdc3427b2a33dc3539c5c
+oid sha256:ea7d43db459f43a7c7b6bf291ca5b41dd1dc61abdf922053cac06e759689f088
 size 2466389976