ysn-rfd's picture
Upload README.md with huggingface_hub
69112eb verified
metadata
base_model: Locutusque/gpt2-xl-conversational
datasets:
  - Locutusque/InstructMix
language:
  - en
license: mit
metrics:
  - bleu
  - perplexity
  - loss
  - accuracy
pipeline_tag: text-generation
tags:
  - llama-cpp
  - matrixportal
widget:
  - text: >-
      <|USER|> Design a Neo4j database and Cypher function snippet to Display
      Extreme Dental hygiene: Using Mouthwash for Analysis for Beginners.
      Implement if/else or switch/case statements to handle different conditions
      related to the Consent. Provide detailed comments explaining your control
      flow and the reasoning behind each decision. <|ASSISTANT|> 
  - text: '<|USER|> Write me a story about a magical place. <|ASSISTANT|> '
  - text: >-
      <|USER|> Write me an essay about the life of George Washington
      <|ASSISTANT|> 
  - text: '<|USER|> Solve the following equation 2x + 10 = 20 <|ASSISTANT|> '
  - text: >-
      <|USER|> Craft me a list of some nice places to visit around the world.
      <|ASSISTANT|> 
  - text: >-
      <|USER|> How to manage a lazy employee: Address the employee verbally.
      Don't allow an employee's laziness or lack of enthusiasm to become a
      recurring issue. Tell the employee you're hoping to speak with them about
      workplace expectations and performance, and schedule a time to sit down
      together. Question: To manage a lazy employee, it is suggested to talk to
      the employee. True, False, or Neither? <|ASSISTANT|> 
inference:
  parameters:
    temperature: 0.8
    do_sample: true
    top_p: 0.14
    top_k: 41
    max_new_tokens: 250
    repetition_penalty: 1.176

ysn-rfd/gpt2-xl-conversational-GGUF

This model was converted to GGUF format from Locutusque/gpt2-xl-conversational using llama.cpp via the ggml.ai's all-gguf-same-where space. Refer to the original model card for more details on the model.

βœ… Quantized Models Download List

πŸ” Recommended Quantizations

  • ✨ General CPU Use: Q4_K_M (Best balance of speed/quality)
  • πŸ“± ARM Devices: Q4_0 (Optimized for ARM CPUs)
  • πŸ† Maximum Quality: Q8_0 (Near-original quality)

πŸ“¦ Full Quantization Options

πŸš€ Download πŸ”’ Type πŸ“ Notes
Download Q2_K Basic quantization
Download Q3_K_S Small size
Download Q3_K_M Balanced quality
Download Q3_K_L Better quality
Download Q4_0 Fast on ARM
Download Q4_K_S Fast, recommended
Download Q4_K_M ⭐ Best balance
Download Q5_0 Good quality
Download Q5_K_S Balanced
Download Q5_K_M High quality
Download Q6_K πŸ† Very good quality
Download Q8_0 ⚑ Fast, best quality
Download F16 Maximum accuracy

πŸ’‘ Tip: Use F16 for maximum precision when quality is critical


πŸš€ Applications and Tools for Locally Quantized LLMs

πŸ–₯️ Desktop Applications

Application Description Download Link
Llama.cpp A fast and efficient inference engine for GGUF models. GitHub Repository
Ollama A streamlined solution for running LLMs locally. Website
AnythingLLM An AI-powered knowledge management tool. GitHub Repository
Open WebUI A user-friendly web interface for running local LLMs. GitHub Repository
GPT4All A user-friendly desktop application supporting various LLMs, compatible with GGUF models. GitHub Repository
LM Studio A desktop application designed to run and manage local LLMs, supporting GGUF format. Website
GPT4All Chat A chat application compatible with GGUF models for local, offline interactions. GitHub Repository

πŸ“± Mobile Applications

Application Description Download Link
ChatterUI A simple and lightweight LLM app for mobile devices. GitHub Repository
Maid Mobile Artificial Intelligence Distribution for running AI models on mobile devices. GitHub Repository
PocketPal AI A mobile AI assistant powered by local models. GitHub Repository
Layla A flexible platform for running various AI models on mobile devices. Website

🎨 Image Generation Applications

Application Description Download Link
Stable Diffusion An open-source AI model for generating images from text. GitHub Repository
Stable Diffusion WebUI A web application providing access to Stable Diffusion models via a browser interface. GitHub Repository
Local Dream Android Stable Diffusion with Snapdragon NPU acceleration. Also supports CPU inference. GitHub Repository
Stable-Diffusion-Android (SDAI) An open-source AI art application for Android devices, enabling digital art creation. GitHub Repository