Nous-Hermes-13b

Maintainer: NousResearch

Total Score

426

Last updated 5/28/2024

⛏️

PropertyValue
Model LinkView on HuggingFace
API SpecView on HuggingFace
Github LinkNo Github link provided
Paper LinkNo paper link provided

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Model Overview

Nous-Hermes-13b is a state-of-the-art language model fine-tuned on over 300,000 instructions. This model was fine-tuned by NousResearch, with Teknium and Karan4D leading the fine tuning process and dataset curation, Redmond AI sponsoring the compute, and several other contributors. The result is an enhanced Llama 13b model that rivals GPT-3.5-turbo in performance across a variety of tasks.

This model stands out for its long responses, low hallucination rate, and absence of OpenAI censorship mechanisms. Similar models include Nous-Hermes-13B-GPTQ, nous-hermes-2-yi-34b-gguf, OpenHermes-2.5-Mistral-7B, and Hermes-2-Pro-Mistral-7B.

Model Inputs and Outputs

Nous-Hermes-13b is a text-to-text model, taking natural language prompts as input and generating coherent, informative responses. The model was fine-tuned on a diverse dataset of over 300,000 instructions, spanning topics like general conversation, coding, roleplaying, and more.

Inputs

  • Natural language prompts or instructions

Outputs

  • Detailed, coherent text responses to the provided prompts

Capabilities

Nous-Hermes-13b excels at a variety of language tasks, from open-ended conversation to following complex instructions. It can engage in substantive discussions on topics like science, philosophy, and current events, and also perform well on tasks like code generation, question answering, and creative writing. The model's long-form responses and low hallucination rate make it a powerful tool for applications that require reliable, trustworthy language generation.

What Can I Use It For?

Nous-Hermes-13b could be used in a wide range of applications that require advanced language understanding and generation, such as:

  • Conversational AI assistants
  • Automated content generation (e.g. articles, stories, scripts)
  • Educational and instructional materials
  • Code generation and programming assistance
  • Roleplaying and interactive fiction

Given the model's strong performance on a variety of benchmarks, it could also serve as a valuable base model for further fine-tuning and customization to meet specific domain or task requirements.

Things to Try

One interesting aspect of Nous-Hermes-13b is its ability to engage in substantive, multi-turn conversations. Try providing the model with a thought-provoking prompt or open-ended question and see how it responds and elaborates over the course of the interaction. The model's coherence and depth of insight can make for engaging and enlightening exchanges.

Another interesting avenue to explore is the model's capability for creative writing and storytelling. Provide it with a starting prompt or character and see how it develops a narrative, including introducing plot twists, vivid descriptions, and compelling dialogue.

Overall, Nous-Hermes-13b is a powerful language model that can be leveraged in a wide variety of applications. Its combination of strong performance, long-form generation, and lack of censorship mechanisms make it a valuable tool for those seeking advanced, customizable language AI.



This summary was produced with help from an AI and may contain inaccuracies - check out the links to read the original source documents!

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