sohohuk/test1

TEXT GENERATIONConcurrency Cost:1Model Size:7BQuant:FP8Ctx Length:4kPublished:Oct 31, 2023License:cc-by-nc-nd-4.0Architecture:Transformer Open Weights Cold

sohohuk/test1 is a 7 billion parameter language model based on the Open-Orca/Mistral-7B-OpenOrca architecture. This model is a PEFT finetuning test version, indicating an experimental or developmental stage. It is designed for general language tasks, leveraging the Mistral 7B foundation.

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Overview

sohohuk/test1 is a 7 billion parameter language model derived from the Open-Orca/Mistral-7B-OpenOrca base model. This iteration represents a PEFT (Parameter-Efficient Fine-Tuning) test version, suggesting it is an experimental or developmental release focused on exploring fine-tuning methodologies rather than a fully polished, production-ready model.

Key Characteristics

  • Base Model: Open-Orca/Mistral-7B-OpenOrca
  • Parameter Count: 7 billion parameters
  • Context Length: 4096 tokens
  • Development Stage: PEFT finetuning test version

Potential Use Cases

Given its nature as a finetuning test, this model is primarily suited for:

  • Experimentation: Developers interested in evaluating PEFT techniques on a Mistral-based model.
  • Research: Exploring the impact of specific finetuning approaches on model performance.
  • Prototyping: Early-stage development where a stable, highly optimized model is not yet required.