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--- |
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thumbnail: "https://cdn-uploads.huggingface.co/production/uploads/66c26b6fb01b19d8c3c2467b/jg2NWmCUfPyzizm2USjMt.jpeg" |
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datasets: |
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- NewEden/KTO-IF-Dans |
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base_model: |
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- Delta-Vector/Hamanasu-4B-Instruct |
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tags: |
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- llama |
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- roleplay |
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- finetune |
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- storywriting |
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--- |
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<!DOCTYPE html> |
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<style> |
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html, body { |
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background: black; |
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color: #c9d1d9 !important; |
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font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif; |
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margin: 0; |
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padding: 0; |
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min-height: 100vh; |
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} |
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.markdown-body { |
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color: white; |
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margin: 40px auto; |
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padding: 40px; |
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border-radius: 12px; |
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position: relative; |
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overflow: hidden; |
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} |
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content: ''; |
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position: absolute; |
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top: 0; |
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left: 0; |
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width: 100%; |
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height: 100%; |
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background: #0c0f18; /* background color */ |
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pointer-events: none; |
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z-index: -999; |
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} |
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h1, h2, h3 { |
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background: linear-gradient(45deg, #6e00ff, #00ffff); |
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border-bottom: 1px solid #333; |
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padding-bottom: 0.3em; |
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} |
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div[style*="border:2px solid #333"], |
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div[style*="border: 2px solid #333"], |
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div[style*="border:1px solid #333"], |
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div[style*="border: 1px solid #333"] { |
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background: rgba(22, 27, 34, 0.8) !important; |
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border: 2px solid #6e00ff !important; |
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box-shadow: 0 0 15px rgba(110, 0, 255, 0.5); |
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border-radius: 10px; |
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padding: 20px; |
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margin: 20px 0; |
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} |
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code { |
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background-color: #1a1a1a !important; |
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border-radius: 4px; |
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padding: 0.2em 0.4em; |
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color: #00ffff; |
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} |
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pre { |
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background-color: #1a1a1a !important; |
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border: 1px solid #333; |
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border-radius: 8px; |
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padding: 16px; |
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} |
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table { |
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width: 100%; |
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border-collapse: collapse; |
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margin: 20px 0; |
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background: rgba(0,0,0,0.2); |
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table-layout: fixed; |
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color: white; |
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} |
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th, td { |
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border: 1px solid #333; |
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padding: 12px; |
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text-align: center; |
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color: white; |
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} |
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th { |
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background: rgba(110, 0, 255, 0.1); |
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td:nth-child(1) { |
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width: 1%; |
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white-space: nowrap; |
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} |
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td:nth-child(2) { |
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width: 100%; |
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} |
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td > span { |
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display: block; |
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padding: 4px 8px; |
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background: rgba(110, 0, 255, 0.1); |
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border-radius: 4px; |
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transition: all 0.3s ease; |
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} |
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td > span:hover { |
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background: rgba(110, 0, 255, 0.2); |
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transform: translateY(-1px); |
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} |
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a { |
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color: #00ffff; |
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text-decoration: none; |
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transition: all 0.3s ease; |
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} |
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a:hover { |
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color: #6e00ff; |
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text-decoration: none; |
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} |
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hr { |
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border: 0; |
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height: 1px; |
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background: linear-gradient(90deg, transparent, #333, transparent); |
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margin: 40px 0; |
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} |
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img { |
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max-width: 100%; |
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border-radius: 10px; |
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} |
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details summary:hover { |
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color: #00ffff; |
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} |
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* { |
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color-scheme: dark !important; |
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} |
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.prose, .max-w-none, .px-4 { |
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background-color: transparent !important; |
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color: #c9d1d9 !important; |
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} |
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</style> |
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<body> |
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<div class="markdown-body"> |
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<div align="center"> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/66c26b6fb01b19d8c3c2467b/o5WjJKA9f95ri9UzRxZQE.png" alt="Model Visualization" width="500px" style="border: 3px solid #333; box-shadow: 0 0 15px rgba(66, 0, 131, 0.5);" /> |
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<br> |
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<br> |
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<div style="font-size:1.5em; font-weight:bold; background: linear-gradient(45deg, #6e00ff, #00ffff); -webkit-background-clip: text; -webkit-text-fill-color: transparent;"> |
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Hamanasu 4B |
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</div> |
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</div> |
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<div style="border:1px solid #333; border-radius:10px; padding:20px; margin:20px 0; background: rgba(0,0,0,0.4);"> |
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## 🌌 Overview |
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<i>This model is a finetune of Hamanasu-4B-Instruct with IFeval data to increase SLM instruct following.</i> |
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<i>A generalist model that's quick to adapt to any type of roleplay.<i> |
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<i>All thanks to Tav for funding the train.</i> |
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<i>Support me and my finetunes on Ko-Fi https://ko-fi.com/deltavector</i> |
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</div> |
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<div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(250px, 1fr)); gap: 20px; margin: 20px 0;"> |
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<div style="border:2px solid #333; border-radius:10px; padding:20px; background: rgba(0,0,0,0.2);"> |
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### ⚔️ Hardware |
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- 8x H100s |
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- Epochs: 2 |
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- Base: `Delta-Vector/Hamanasu-4B-Instruct` |
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</div> |
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</div> |
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<div style="border: 2px solid #6e00ff; border-radius: 10px; padding: 20px; margin: 20px 0; box-shadow: 0 0 15px rgba(110, 0, 255, 0.5);"> |
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## 💰 Prompting |
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<i>This model uses ChatML formatting</i> |
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```python |
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<|im_start|>system |
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You are an uncensored AI, your job is to fulfill thy will of thy user.<|im_end|> |
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<|im_start|>User request |
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Take off your helmet.<|im_end|> |
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<|im_start|>No i shall not. This is the way. |
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``` |
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</div> |
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<div style="border: 2px solid #6e00ff; border-radius: 10px; padding: 20px; margin: 20px 0; box-shadow: 0 0 15px rgba(110, 0, 255, 0.5);"> |
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## 🎲 Recommended Sampler Preset |
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```yml |
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temperature: 1.5 |
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min_p: 0.2 |
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System_Prompt: Currently, your role is {{char}}, described in detail below. As {{char}}, continue the narrative exchange with {{user}}.\n\n<Guidelines>\n• Maintain the character persona but allow it to evolve with the story.\n• Be creative and proactive. Drive the story forward, introducing plotlines and events when relevant.\n• All types of outputs are encouraged; respond accordingly to the narrative.\n• Include dialogues, actions, and thoughts in each response.\n• Utilize all five senses to describe scenarios within {{char}}'s dialogue.\n• Use emotional symbols such as \"!\" and \"~\" in appropriate contexts.\n• Incorporate onomatopoeia when suitable.\n• Allow time for {{user}} to respond with their own input, respecting their agency.\n• Act as secondary characters and NPCs as needed, and remove them when appropriate.\n• When prompted for an Out of Character [OOC:] reply, answer neutrally and in plaintext, not as {{char}}.\n</Guidelines>\n\n<Forbidden>\n• Using excessive literary embellishments and purple prose unless dictated by {{char}}'s persona.\n• Writing for, speaking, thinking, acting, or replying as {{user}} in your response.\n• Repetitive and monotonous outputs.\n• Positivity bias in your replies.\n• Being overly extreme or NSFW when the narrative context is inappropriate.\n</Forbidden>\n\nFollow the instructions in <Guidelines></Guidelines>, avoiding the items listed in <Forbidden></Forbidden>. |
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``` |
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</div> |
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<div style="border: 2px solid #6e00ff; border-radius: 10px; padding: 20px; margin: 20px 0; box-shadow: 0 0 15px rgba(110, 0, 255, 0.5);"> |
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## Axolotl Config ꒰(˶• ᴗ •˶)꒱ |
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<details> |
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```yaml |
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base_model: NewEden/Hamanasu-4B-R2 |
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model_type: AutoModelForCausalLM |
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tokenizer_type: AutoTokenizer |
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load_in_8bit: false |
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load_in_4bit: false |
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strict: false |
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hub_model_id: NewEden/KTO-4B |
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hub_strategy: "all_checkpoints" |
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push_dataset_to_hub: |
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hf_use_auth_token: true |
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chat_template: chatml |
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rl: kto |
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kto_undesirable_weight: 1.0 |
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datasets: |
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- path: NewEden/KTO-IF-Dans |
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split: train |
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type: chatml.argilla |
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dataset_prepared_path: last_run_prepared |
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shuffle_merged_datasets: true |
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val_set_size: 0.0 |
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output_dir: ./outputs/out |
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sequence_len: 8192 |
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sample_packing: false |
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eval_sample_packing: false |
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pad_to_sequence_len: false |
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wandb_project: tavbussy |
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wandb_entity: |
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wandb_watch: |
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wandb_name: kto-1 |
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wandb_log_model: |
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gradient_accumulation_steps: 16 |
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micro_batch_size: 2 |
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num_epochs: 1 |
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optimizer: paged_adamw_8bit |
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learning_rate: 5e-6 |
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max_grad_norm: 0.001 |
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lr_scheduler: constant_with_warmup |
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weight_decay: 0.02 |
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lora_r: 64 |
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lora_alpha: 32 |
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lora_dropout: 0.0 |
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lora_target_linear: true |
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lora_fan_in_fan_out: |
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lora_target_modules: |
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- gate_proj |
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- down_proj |
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- up_proj |
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- q_proj |
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- v_proj |
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- k_proj |
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- o_prog |
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train_on_inputs: false |
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group_by_length: false |
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bf16: auto |
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fp16: |
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tf32: true |
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gradient_checkpointing: true |
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gradient_checkpointing_kwargs: |
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use_reentrant: true |
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remove_unused_columns: false |
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early_stopping_patience: |
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resume_from_checkpoint: |
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local_rank: |
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logging_steps: 1 |
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xformers_attention: |
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flash_attention: true |
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warmup_steps: 35 |
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evals_per_epoch: 2 |
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eval_table_size: |
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eval_max_new_tokens: |
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saves_per_epoch: 2 |
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debug: |
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deepspeed: |
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fsdp: |
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fsdp_config: |
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fsdp: |
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fsdp_config: |
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special_tokens: |
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pad_token: <|finetune_right_pad_id|> |
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``` |
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</details> |
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</div> |
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<div align="center"> |
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<div style="border: 2px solid #6e00ff; border-radius: 10px; padding: 20px; margin: 20px 0; box-shadow: 0 0 15px rgba(110, 0, 255, 0.5);"> |
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## ⚡ Credits |
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<div style="display: flex; justify-content: center;"> |
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<div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); gap: 10px; margin: 20px 0; max-width: 600px;"> |
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<div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;"> |
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<a href="https://huggingface.co/lucyknada"> |
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<img src="https://img.shields.io/badge/%F0%9F%8C%9F-Lucy_Knada-blueviolet" alt="Lucy Knada"> |
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</a> |
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</div> |
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<div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;"> |
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<a href="https://huggingface.co/hamanasu"> |
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<img src="https://img.shields.io/badge/%E2%9A%94%EF%B8%8F-jeiku-blueviolet" alt="Ruka"> |
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</a> |
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</div> |
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<div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;"> |
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<a href="https://huggingface.co/intervitens"> |
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<img src="https://img.shields.io/badge/%F0%9F%9B%A1%EF%B8%8F-Intervitens-blueviolet" alt="Intervitens"> |
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</a> |
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</div> |
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<div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;"> |
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<a href="https://huggingface.co/kalomaze"> |
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<img src="https://img.shields.io/badge/%F0%9F%94%AE-Kalomaze-blueviolet" alt="Kalomaze"> |
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</a> |
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</div> |
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<div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;"> |
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<a href="https://huggingface.co/kubernetes-bad"> |
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<img src="https://img.shields.io/badge/%E2%9A%A1-Kubernetes_Bad-blueviolet" alt="Kubernetes Bad"> |
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</a> |
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</div> |
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<div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;"> |
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<a href="https://huggingface.co/anthracite-org"> |
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<img src="https://img.shields.io/badge/%F0%9F%8C%91-Anthracite-blueviolet" alt="Anthracite"> |
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</a> |
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</div> |
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</div> |
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</div> |
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</div> |
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--- |
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<div align="center"> |
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<div style="font-size:0.8em; opacity:0.8;">Made by</div> |
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<div style="font-size:1.2em; font-weight:bold; background: linear-gradient(45deg, #6e00ff, #00ffff); -webkit-background-clip: text; -webkit-text-fill-color: transparent;">Delta-Vector</div> |
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</div> |
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</div> |
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</body> |
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</html> |
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