Nitesh-Reddy/secureheal-agent-v1

TEXT GENERATIONConcurrency Cost:1Model Size:8BQuant:FP8Ctx Length:8kPublished:Apr 25, 2026License:apache-2.0Architecture:Transformer Open Weights Cold

Nitesh-Reddy/secureheal-agent-v1 is an 8 billion parameter instruction-tuned causal language model developed by Nitesh-Reddy. Finetuned from unsloth/llama-3-8b-Instruct-bnb-4bit, this model was trained using Unsloth and Huggingface's TRL library, enabling 2x faster training. It is designed for general instruction-following tasks, leveraging its Llama-3 base for broad applicability.

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Overview

Nitesh-Reddy/secureheal-agent-v1 is an 8 billion parameter instruction-tuned language model developed by Nitesh-Reddy. This model is finetuned from the unsloth/llama-3-8b-Instruct-bnb-4bit base, leveraging the Llama-3 architecture for robust performance. A key characteristic of its development is the use of Unsloth and Huggingface's TRL library, which facilitated a 2x faster training process.

Key Capabilities

  • Instruction Following: Designed to accurately follow a wide range of instructions.
  • Efficient Training: Benefits from optimization techniques that enabled significantly faster finetuning.
  • Llama-3 Base: Inherits the strong foundational capabilities of the Llama-3 8B Instruct model.

Good for

  • Developers seeking an instruction-tuned model with an 8B parameter count.
  • Applications requiring a model with a Llama-3 lineage.
  • Use cases where efficient training methodologies are valued.