TopicNeuralHermes-2.5-Mistral-7B-GGUF

TopicNeuralHermes-2.5-Mistral-7B GGUF

Original model: TopicNeuralHermes-2.5-Mistral-7B Model creator: charlesdedampierre

This repo contains GGUF format model files for charlesdedampierre’s TopicNeuralHermes-2.5-Mistral-7B.

TopicNeuralHermes 2.5 Mistral 7B is a refined model developed through fine-tuning with a specific subset of data, selected via Topic Modeling Techniques using Bunkatopics, as a continuing from OpenHermes 2.5.

We found the 13 distinctive following topics described by 10 terms each:

Emotional Dynamics: feelings, Quinn, Austin, minority women, teaching, schools, individual, personality, backgrounds, triggers.

Global Knowledge Queries: question, information, geography, news articles, Step, answer, capital city, pipeline system, country, analogy.

Digital Interactions and Queries: questions, question, PersonX, modem, answers, effect relationship, Quora, browser, answer, e-commerce.

Business and Cybersecurity: email, businesses, initiatives, innovation, advertising papers, spam, breaches, antivirus, payments, prospects.

Lifestyle and Wellness: sleep, exercise, gifts, shopping, Casey, stores, stress, headaches, options, mood.

Wildlife Ecology: birds, prey, animals, species, infection, nest, eggs, bacteria, insects, kitty condo.

Environmental Science and Climate: temperature, gases, greenhouse, emissions, perturbation, sulfur, dioxide, climate change, water, heat.

Maritime and Mechanical Engineering: ship, bowling, propulsion, beam width, Filing cabinet, LED, lane, containment area, lawnmower, rotors.

Cultural and Social Dynamics: Lindsey, museum, Kate, Rachel, Jason, Alex, Erin, conversation, Laura, exhibits.

Political Media Analysis: media platforms, election, politics, teenagers, elections, White House, Barack Obama, nation, Confederate, depression.

International Relations and Policy: cooperation, EU, nations, alliance, NATO, European Union, member states, policy, monarch, Brexit.

Astrophysics and Physical Sciences: electrons, km, Moon, acceleration, orbit, friction, current, asteroid, electron, collector emitter.

Film Critique and Analysis: movie review, film, reviewer, sentiment, critic, flaws, DVD, plot, opinion, originality.

What is GGUF?

GGUF is a file format for representing AI models. It is the third version of the format, introduced by the llama.cpp team on August 21st 2023. It is a replacement for GGML, which is no longer supported by llama.cpp. Converted using llama.cpp build 1925 (revision 381ee19)

Prompt template: ChatML

<|im_start|>system
{{system_message}}<|im_end|>
<|im_start|>user
{{prompt}}<|im_end|>
<|im_start|>assistant

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Original Model Evaluations: