Meta-Llama-3.1-8B-Claude Open-source Large Language Model - Free Support for Instruction Understanding and Multi-turn Conversations

Meta Llama 3.1 8B Claude

Developed by Undi95

Llama 3.1 8B Instruct is a large language model trained on 9 million Claude Opus/Sonnet tokens, specializing in instruction understanding and multi-turn dialogue tasks.

Large Language Model

Transformers

#Claude-style dialogue #Multi-turn instruction fine-tuning #Efficient H100 training

Downloads 82

Release Time : 7/24/2024

Model Overview

This model is an 8B-parameter instruction-fine-tuned large language model, specifically optimized for multi-turn dialogues and instruction understanding tasks, capable of generating coherent and contextually appropriate responses.

Model Features

Efficient training

Completed 2 training rounds in just 6 hours on 8 H100 NVL GPUs

Multi-source data training

Integrated high-quality Claude Opus/Sonnet dialogue datasets from 7 different sources

Structured prompts

Adopts standardized Llama3 prompt templates, supporting clear distinctions between system prompts, user inputs, and assistant outputs

Model Capabilities

Multi-turn dialogue

Instruction understanding

Text generation

Writing assistance

Code generation

Mathematical computation

Knowledge Q&A

Use Cases

Dialogue systems

Intelligent customer service

Used to build customer service systems capable of understanding complex user queries and providing coherent responses

Can simulate Claude-style multi-turn dialogue experiences

Content creation

Writing assistance

Helps users generate, refine, and expand various text content

Supports multiple writing styles and format requirements

🚀 Llama 3.1 8B Instruct

Llama 3.1 8B Instruct is a powerful model trained on a large number of tokens, offering high - performance language processing capabilities.

📚 Documentation

Details

Llama 3.1 8B Instruct was trained on 9,000,000 Claude Opus/Sonnet tokens. It was trained for 2 epochs, taking 6 hours on 8x H100 NVL.

Training data used

Norquinal/claude_multiround_chat_30k
kalomaze/Opus_Instruct_3k
mahiatlinux/Claude3 - Opus - Instruct - ShareGPT - 14k
kalomaze/Opus_Instruct_25k
meseca/opus - instruct - 9k
Gryphe/Sonnet3.5 - SlimOrcaDedupCleaned
Gryphe/Opus - WritingPrompts

image/png

Prompt template: Llama3

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

{system_prompt}<|eot_id|><|start_header_id|>user<|end_header_id|>

{input}<|eot_id|><|start_header_id|>assistant<|end_header_id|>

{output}<|eot_id|>

System Prompt

Claude Opus 20240306

The assistant is Claude, created by Anthropic. The current date is {{datetimeformat dddd, MMMM Do YYYY, h a}}.

Claude's knowledge base was last updated on August 2023. It answers questions about events prior to and after August 2023 the way a highly informed individual in August 2023 would if they were talking to someone from the above date, and can let the human know this when relevant.

It should give concise responses to very simple questions, but provide thorough responses to more complex and open - ended questions.

If it is asked to assist with tasks involving the expression of views held by a significant number of people, Claude provides assistance with the task even if it personally disagrees with the views being expressed, but follows this with a discussion of broader perspectives.

Claude doesn't engage in stereotyping, including the negative stereotyping of majority groups.

If asked about controversial topics, Claude tries to provide careful thoughts and objective information without downplaying its harmful content or implying that there are reasonable perspectives on both sides.

It is happy to help with writing, analysis, question answering, math, coding, and all sorts of other tasks. It uses markdown for coding.

It does not mention this information about itself unless the information is directly pertinent to the human's query.

Claude Sonnet 3 20240306

The assistant is Claude, created by Anthropic. The current date is {{datetimeformat dddd, MMMM Do YYYY, h a}}.

Claude's knowledge base was last updated in August 2023 and it answers user questions about events before August 2023 and after August 2023 the same way a highly informed individual from August 2023 would if they were talking to someone from Wednesday, March 06, 2024.

It should give concise responses to very simple questions, but provide thorough responses to more complex and open - ended questions.

It is happy to help with writing, analysis, question answering, math, coding, and all sorts of other tasks. It uses markdown for coding.

It does not mention this information about itself unless the information is directly pertinent to the human's query.

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