| --- |
| library_name: transformers |
| tags: |
| - fine-tuning |
| - prose |
| - KTO |
| - axolotl |
| - finetune |
| - roleplaying |
| - creative-writing |
| base_model: |
| - Delta-Vector/Rei-24B-Base |
| --- |
| <style> |
| @import url('https://fonts.googleapis.com/css2?family=Share+Tech+Mono&display=swap'); |
|
|
| body { |
| font-family: 'Share Tech Mono', monospace; |
| background: #121212; |
| color: #E0E0E0; |
| margin: 0; |
| padding: 0; |
| font-size: 16px; |
| } |
| .container { |
| margin: 20px auto; |
| background-color: #1E1E1E; |
| padding: 20px; |
| border-radius: 8px; |
| box-shadow: 0 0 25px rgba(255, 0, 51, 0.3); |
| border: 1px solid #FF0033; |
| position: relative; |
| max-width: 1000px; |
| } |
| .header h1 { |
| font-size: 32px; |
| color: #FF0033; |
| margin: 0 0 20px 0; |
| text-align: center; |
| text-shadow: 0 0 10px rgba(255, 0, 51, 0.7); |
| text-transform: uppercase; |
| } |
| .section { |
| margin-top: 30px; |
| } |
| .section h2 { |
| font-size: 26px; |
| color: #FF0033; |
| text-align: center; |
| border-bottom: 1px solid #FF0033; |
| padding-bottom: 10px; |
| margin-bottom: 20px; |
| } |
| .info p { |
| color: #E0E0E0; |
| line-height: 1.7; |
| font-size: 16px; |
| } |
| .info img { |
| width: 100%; |
| max-width: 600px; |
| border-radius: 4px; |
| margin: 0 auto 15px; |
| display: block; |
| box-shadow: 0 0 20px rgba(0, 0, 0, 0.5); |
| border: 1px solid #444; |
| } |
| a { |
| color: #FF0033; |
| text-decoration: none; |
| transition: color 0.2s ease, text-shadow 0.2s ease; |
| } |
| a:hover { |
| color: #FFFFFF; |
| text-shadow: 0 0 8px rgba(255, 0, 51, 0.8); |
| } |
| .button { |
| display: inline-block; |
| background-color: transparent; |
| color: #FF0033; |
| padding: 10px 20px; |
| border-radius: 4px; |
| cursor: pointer; |
| text-decoration: none; |
| border: 1px solid #FF0033; |
| transition: background-color 0.2s ease, box-shadow 0.2s ease, color 0.2s ease; |
| } |
| .button:hover { |
| background-color: #FF0033; |
| color: #121212; |
| box-shadow: 0 0 15px rgba(255, 0, 51, 0.7); |
| } |
| pre { |
| background-color: #0d0d0d; |
| padding: 15px; |
| border-radius: 4px; |
| overflow-x: auto; |
| border: 1px solid #444; |
| border-left: 3px solid #FF0033; |
| color: #E0E0E0; |
| } |
| code { |
| font-family: 'Share Tech Mono', monospace; |
| color: #E0E0E0; |
| } |
| .info-card { |
| background: #2a2a2a; |
| border: 1px solid #444; |
| border-radius: 8px; |
| overflow: hidden; |
| } |
| .info-header { |
| background: #1a1a1a; |
| padding: 20px; |
| border-bottom: 1px solid #444; |
| } |
| .info-header h3 { |
| color: #FFFFFF; |
| margin: 0 0 10px 0; |
| font-size: 22px; |
| text-align: center; |
| } |
| .model-tags { |
| display: flex; |
| justify-content: center; |
| gap: 10px; |
| flex-wrap: wrap; |
| } |
| .model-tag { |
| background: #121212; |
| color: #FF0033; |
| padding: 5px 10px; |
| border-radius: 4px; |
| font-size: 12px; |
| border: 1px solid #FF0033; |
| text-transform: uppercase; |
| } |
| .model-composition { |
| padding: 20px; |
| border-bottom: 1px solid #444; |
| } |
| .model-composition h4 { |
| color: #FFFFFF; |
| margin: 0 0 15px 0; |
| font-size: 18px; |
| text-align: center; |
| } |
| .composition-list { |
| list-style: none; |
| padding: 0; |
| margin: 0; |
| display: grid; |
| gap: 10px; |
| } |
| .composition-list li { |
| color: #E0E0E0; |
| display: flex; |
| align-items: baseline; |
| gap: 8px; |
| } |
| .model-component { |
| font-weight: bold; |
| min-width: 120px; |
| } |
| .model-description { |
| padding: 20px; |
| background: #2a2a2a; |
| } |
| .metrics-section { |
| margin-bottom: 30px; |
| } |
| .metrics-section details { |
| background: #2a2a2a; |
| border: 1px solid #444; |
| border-radius: 8px; |
| padding: 15px; |
| margin-bottom: 15px; |
| } |
| .metrics-section summary { |
| color: #FF0033; |
| font-size: 18px; |
| cursor: pointer; |
| outline: none; |
| padding: 5px 0; |
| text-align: center; |
| font-weight: bold; |
| } |
| .creator-section { |
| margin: 20px 0; |
| } |
| .creator-badge { |
| display: inline-flex; |
| align-items: center; |
| background: #1a1a1a; |
| border: 1px solid #444; |
| border-radius: 4px; |
| padding: 10px 15px; |
| } |
| .creator-label { |
| color: #E0E0E0; |
| font-size: 14px; |
| margin-right: 8px; |
| } |
| .creator-link { |
| display: flex; |
| align-items: center; |
| gap: 5px; |
| color: #FF0033; |
| text-decoration: none; |
| transition: all 0.2s ease; |
| } |
| .creator-name { |
| font-weight: 600; |
| } |
| .creator-arrow { |
| font-size: 16px; |
| transition: transform 0.2s ease; |
| } |
| .creator-link:hover .creator-arrow { |
| transform: translateX(5px); |
| } |
| .link-arrow { |
| display: inline-block; |
| transition: transform 0.2s ease; |
| } |
| a:hover .link-arrow { |
| transform: translateX(5px); |
| } |
| .axolotl-container { |
| text-align: center; |
| margin: 30px 0; |
| filter: invert(1) hue-rotate(180deg); |
| } |
| .axolotl-container img { |
| max-width: 300px; |
| border-radius: 8px; |
| box-shadow: 0 2px 10px rgba(0, 0, 0, 0.3); |
| border: 1px solid #000000; |
| } |
| </style> |
| <html lang="en"> |
| <head> |
| <meta charset="UTF-8"> |
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> |
| <title>Rei-KTO-24B</title> |
| </head> |
| <body> |
| <div class="container"> |
| <div class="header"> |
| <h1>Rei-KTO-24B</h1> |
| </div> |
| <div class="info"> |
| <img src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F66c26b6fb01b19d8c3c2467b%2FEFNIBpVv1OITZl_su5DyR.png%26quot%3B alt="Model banner"> |
| <div style="text-align: center;"> |
| <div class="creator-section"> |
| <div class="creator-badge"> |
| <span class="creator-label">Created by</span> |
| <a href="https://huggingface.co/Delta-Vector" target="_blank" class="creator-link"> |
| <span class="creator-name">Delta-Vector</span> |
| <span class="creator-arrow">→</span> |
| </a> |
| </div> |
| </div> |
| <div class="model-info"> |
| <h2>Model Information</h2> |
| <div class="info-card"> |
| <div class="info-header"> |
| <h>Rei-KTO-24B</h3> |
| <div class="model-tags"> |
| <span class="model-tag">KTO enhanced</span> |
| <span class="model-tag">Painted Fantasy Finetune</span> |
| <span class="model-tag">Creative Prose</span> |
| </div> |
| </div> |
| <div class="model-description"> |
| <p>A model meant to replicate the style and prose of the Anthropic Claude models, Opus and Sonnet. This model is meant for Roleplaying/Creative-writing, Has some nice smarts without being too sloppy, etc - It's pretty good. Trained in 2 steps, Firstly SFT trained on Zerofata's PaintedFantasy which i found great at anime-otaku-esque characters, and then KTO'd to improve coherency and Instruct Following </p> |
| </div> |
| </div> |
| </div> |
| <div class="section"> |
| <h2>Quantized Versions</h2> |
| <div class="info-card"> |
| <div class="model-composition"> |
| <h4>Available Downloads</h4> |
| <ul class="composition-list"> |
| <li><span class="model-component"><a href="https://huggingface.co/mradermacher/Rei-24B-KTO-GGUF" target="_blank">GGUF Format</a></span>For use with LLama.cpp & Forks (Ty Mradermacher <3)</li> |
| <li><span class="model-component"><a href="https://huggingface.co/DeathGodlike/Rei-24B-KTO_EXL3" target="_blank">EXL3 Format</a></span>For use with TabbyAPI</li> |
| </ul> |
| </div> |
| </div> |
| </div> |
| <div class="section"> |
| <h2>Prompting</h2> |
| <p>The model is tuned with V7 Tekken formatting. A typical input would look like this:</p> |
| <pre><code><span style="color:#FF0033;"><s>[SYSTEM_PROMPT]system_prompt[/SYSTEM_PROMPT][INST]Hi there![/INST]Nice to meet you!</s>[INST]Can I ask a question?[/INST] |
| </code></pre> |
| </div> |
| <div class="section"> |
| <h2>Training</h2> |
| <p>Training was done in 2 steps, SFT>KTO</p> |
| <div class="metrics-section"> |
| <details> |
| <summary>Access Configs</summary> |
| <pre><code> SFT: https://wandb.ai/new-eden/Painted-Fantasy-Rei/artifacts/axolotl-config/config-u7to9d5q/v0/files/axolotl_config_f0p7vnaf.yml |
| KTO : https://wandb.ai/new-eden/Painted-Rei/artifacts/axolotl-config/config-8n37w77c/v0/files/axolotl_config_hvrd2tzn.yml |
| </code></pre> |
| </details> |
| </div> |
| </div> |
| <div class="section"> |
| <h2>Training</h2> |
| <p>The training was done for 2 epochs using 8 x A100s for 24 hours/p> |
| <p style="text-align: center; margin-top: 20px;"> |
| <div class="axolotl-container"> |
| <a href="https://github.com/OpenAccess-AI-Collective/axolotl" target="_blank"> |
| <img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl"> |
| </a> |
| </div> |
| <div class="section"> |
| <h2>Credits</h2> |
| <p>Thank you to <a href="https://huggingface.co/lucyknada">Lucy Knada</a>, <a href="https://huggingface.co/Ateron">Ateron</a>, <a href="https://huggingface.co/AliCat2">Alicat</a>, <a href="https://huggingface.co/intervitens">Intervitens</a>, <a href="https://huggingface.co/cgato">Cgato</a>, <a href="https://huggingface.co/kubernetes-bad">Kubernetes Bad</a> and the rest of <a href="https://huggingface.co/anthracite-org">Anthracite</a>.</p> |
| </div> |
| </div> |
| </div> |
| </body> |
| </html> |
