ZeroXClem/Llama3.1-TheiaFire-DarkFusion-8B

TEXT GENERATIONConcurrency Cost:1Model Size:8BQuant:FP8Ctx Length:32kTool Calling:SupportedPublished:Oct 25, 2024License:apache-2.0Architecture:Transformer0.0K Open Weights Cold

ZeroXClem/Llama3.1-TheiaFire-DarkFusion-8B is an 8 billion parameter Llama 3.1-based model, merged using the TIES method, with a 32768 token context length. It specializes in advanced coding, blockchain analysis, and creative, uncensored writing and roleplay. This model integrates capabilities from Theia-Llama for crypto insights, Fireball-Meta-Llama for agentic coding with a 128K context window, DarkIdol for uncensored creative output, and LDM Soup for enhanced generalization on unseen tasks.

Loading preview...

Model Overview

ZeroXClem/Llama3.1-TheiaFire-DarkFusion-8B is an 8 billion parameter model built on the Llama 3.1 architecture, created by ZeroXClem using the TIES merge method. This model is a specialized fusion of four distinct base models, designed to offer a unique blend of technical reasoning, creative freedom, and advanced capabilities across various domains. It boasts a notable 32768 token context length, with one of its merged components supporting up to 128K tokens for specific tasks.

Key Capabilities

  • Advanced Coding & Agentic Reasoning: Integrates capabilities from EpistemeAI/Fireball-Meta-Llama-3.2-8B-Instruct-agent-003-128k-code-DPO, providing specialized support for coding tasks, agentic behavior, and built-in tools like search and calculator. This component offers a 128K context window for handling extensive codebases.
  • Blockchain & Crypto Analysis: Incorporates Chainbase-Labs/Theia-Llama-3.1-8B-v1, which is fine-tuned on crypto whitepapers, research reports, and market data, making it ideal for in-depth blockchain project analysis.
  • Uncensored Creative Writing & Roleplay: Leverages aifeifei798/DarkIdol-Llama-3.1-8B-Instruct-1.2-Uncensored to provide uncensored, creativity-driven responses, suitable for nuanced role-playing and expressive writing without content restrictions.
  • Enhanced Task Generalization: Benefits from DeepAutoAI/ldm_soup_Llama-3.1-8B-Inst, which uses latent diffusion model blending to improve performance on novel datasets and unseen tasks by adaptively learning weight distributions.

Intended Use Cases

  • Crypto Analysis & Blockchain Projects: Ideal for generating insights, content, and automating data analysis related to cryptocurrencies and blockchain technology.
  • Advanced Coding Assistant: Functions as a powerful AI-driven coding assistant, capable of handling large-scale projects and complex reasoning.
  • Creative Writing & Roleplay: Excels in generating rich, expressive narratives, character responses, and exploring complex scenarios in creative writing or interactive storytelling.
  • General-Purpose AI: Offers strong performance on a wide array of tasks, particularly those requiring adaptability to novel situations due to its enhanced generalization capabilities.

Finetunes
8 models