Llama 3.2 Models

**Overview**

The Llama_v3_2 models are large language models (LLMs) developed by Meta AI. The models provided in this listing are

- [llama_v3_2_3b](https://huggingface.co/meta-llama/Llama-3.2-3B)
- [llama_v3_2_3b_instruct](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct)
- [llama_v3_2_1b_instruct](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct)
- [llama_v3_2_1b](https://huggingface.co/meta-llama/Llama-3.2-1B)

The models are packaged using MLflow’s transformers flavor.
- [llama_v3_2_3b_instruct](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct), [llama_v3_2_1b_instruct](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct), [llama_v3_2_1b](https://huggingface.co/meta-llama/Llama-3.2-1B): fine-tuned for dialogue-based use cases.
- [llama_v3_2_3b](https://huggingface.co/meta-llama/Llama-3.2-3B): pretrained generative text model that can be used for further fine-tuning on specific applications.

Llama_v3_2 models are licensed under the [Meta Llama 3.2 Community License, Copyright © Meta Platforms, Inc. All Rights Reserved](https://github.com/meta-llama/llama-models/blob/main/models/llama3_2/LICENSE). By installing this listing, you acknowledge and agree to the license.

**Use cases**

[llama_v3_2_3b_instruct](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct), [llama_v3_2_1b_instruct](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct), [llama_v3_2_1b](https://huggingface.co/meta-llama/Llama-3.2-1B):
- Generating responses to text-based instructions
- Chatbots and conversational AI systems

[llama_v3_2_3b](https://huggingface.co/meta-llama/Llama-3.2-3B):
- Fine-tuning on specific applications.

**Product details**

The pre-trained model can be used for further fine-tuning on specific applications. The fine-tuned model in this listing can be deployed directly to Databricks Model Serving for immediate use, or loaded for fine-tuning or batch inference use cases. For more details, install the listing and view the provided model cards for each model.

搜集汇总

背景与挑战

背景概述

该数据集包含Meta AI开发的Llama_v3_2系列大语言模型（3B/1B参数版本及其指导变体），采用MLflow格式封装，适用于对话生成或进一步微调。模型遵循Meta Llama 3.2社区许可协议，可直接部署至Databricks服务平台使用。