anirban-1009/ amazon-expert

2 Downloads Updated 4 months ago

The Amazon Prime Movie Expert is a specialised version of the Llama 3.1 8B model, fine-tuned to act as a high-precision database assistant for Amazon Prime Video content.

ollama run anirban-1009/amazon-expert

curl http://localhost:11434/api/chat \
  -d '{
    "model": "anirban-1009/amazon-expert",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

from ollama import chat

response = chat(
    model='anirban-1009/amazon-expert',
    messages=[{'role': 'user', 'content': 'Hello!'}],
)
print(response.message.content)

import ollama from 'ollama'

const response = await ollama.chat({
  model: 'anirban-1009/amazon-expert',
  messages: [{role: 'user', content: 'Hello!'}],
})
console.log(response.message.content)

Models

Name

1 model

Size / Usage

Context

Input

amazon-expert:latest

8.5GB · 128K context window · Text · 4 months ago

amazon-expert:latest

8.5GB

128K

Text

Readme

Amazon Prime Movie Expert (Llama 3.1 8B Fine-Tuned)

Overview

This model is a specialized version of Llama 3.1 8B, fine-tuned specifically on a dataset of approximately 8,000 Amazon Prime Video titles. It is optimized to act as an expert database assistant, providing accurate details on genres and plot descriptions for movies and TV shows available on the platform.

Technical Specifications

Base Model: Llama 3.1 8B Instruct
Fine-tuning Method: LoRA (Low-Rank Adaptation)
Quantization: Q8_0 (8-bit quantization) for high-precision output with efficient memory usage
Training Data: Amazon Prime Video Movies and TV Shows dataset
Context Window: 131,072 tokens

Usage Instructions

The model is trained to respond best when prompted with a specific title format. To get the most accurate information, use the following structure:

Prompt Example:

Title: The Grand Seduction
Genre:

Model Output:

Comedy, Drama
Description: A small fishing village must find a way to secure a new doctor in order to land a lucrative business contract...

How to Run

Once you have pulled the model to your local machine, you can start a chat session using the following command:

ollama run anirban-1009/amazon-expert

License & Attribution

Data Source: Kaggle - Amazon Prime Video Movies and TV Shows
Base Model License: Meta Llama 3.1 License

# Amazon Prime Movie Expert (Llama 3.1 8B Fine-Tuned)

### Overview

This model is a specialized version of **Llama 3.1 8B**, fine-tuned specifically on a dataset of approximately 8,000 Amazon Prime Video titles. It is optimized to act as an expert database assistant, providing accurate details on genres and plot descriptions for movies and TV shows available on the platform.

### Technical Specifications

* **Base Model:** Llama 3.1 8B Instruct
* **Fine-tuning Method:** LoRA (Low-Rank Adaptation)
* **Quantization:** Q8_0 (8-bit quantization) for high-precision output with efficient memory usage
* **Training Data:** Amazon Prime Video Movies and TV Shows dataset
* **Context Window:** 131,072 tokens

### Usage Instructions

The model is trained to respond best when prompted with a specific title format. To get the most accurate information, use the following structure:

**Prompt Example:**

```text
Title: The Grand Seduction
Genre:

```

**Model Output:**

```text
Comedy, Drama
Description: A small fishing village must find a way to secure a new doctor in order to land a lucrative business contract...

```

### How to Run

Once you have pulled the model to your local machine, you can start a chat session using the following command:

```bash
ollama run anirban-1009/amazon-expert

```

### License & Attribution

* **Data Source:** [Kaggle - Amazon Prime Video Movies and TV Shows](https://www.kaggle.com/datasets/shivamb/amazon-prime-movies-and-tv-shows)
* **Base Model License:** [Meta Llama 3.1 License](https://github.com/meta-llama/llama-models/blob/main/models/llama3_1/LICENSE)

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