Spaces:
Running
on
Zero
Running
on
Zero
| import gradio as gr | |
| import spaces | |
| from transformers import AutoModelForCausalLM, AutoTokenizer | |
| import torch | |
| model_name = "rubenroy/Zurich-7b-GCv2-1m" | |
| model = AutoModelForCausalLM.from_pretrained( | |
| model_name, | |
| torch_dtype=torch.bfloat16, | |
| device_map="auto" | |
| ) | |
| tokenizer = AutoTokenizer.from_pretrained(model_name) | |
| def generate(prompt, history): | |
| messages = [ | |
| {"role": "system", "content": "You are Zurich, a 7 billion parameter Large Language model built on the Qwen 2.5 7B model developed by Alibaba Cloud, and fine-tuned by Ruben Roy. You have been fine-tuned with the GammaCorpus v2 dataset, a dataset filled with structured and filtered multi-turn conversations and was also created by Ruben Roy. You are a helpful assistant."}, | |
| {"role": "user", "content": prompt} | |
| ] | |
| text = tokenizer.apply_chat_template( | |
| messages, | |
| tokenize=False, | |
| add_generation_prompt=True | |
| ) | |
| model_inputs = tokenizer([text], return_tensors="pt").to(model.device) | |
| generated_ids = model.generate( | |
| **model_inputs, | |
| max_new_tokens=512 | |
| ) | |
| generated_ids = [ | |
| output_ids[len(input_ids):] for input_ids, output_ids in zip(model_inputs.input_ids, generated_ids) | |
| ] | |
| response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0] | |
| return response | |
| TITLE_HTML = """ | |
| <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/all.min.css"> | |
| <style> | |
| .model-btn { | |
| background: linear-gradient(135deg, #2563eb 0%, #1d4ed8 100%); | |
| color: white !important; | |
| padding: 0.75rem 1rem; | |
| border-radius: 0.5rem; | |
| text-decoration: none !important; | |
| font-weight: 500; | |
| transition: all 0.2s ease; | |
| font-size: 0.9rem; | |
| display: flex; | |
| align-items: center; | |
| justify-content: center; | |
| box-shadow: 0 2px 4px rgba(0,0,0,0.1); | |
| } | |
| .model-btn:hover { | |
| background: linear-gradient(135deg, #1d4ed8 0%, #1e40af 100%); | |
| box-shadow: 0 4px 6px rgba(0,0,0,0.2); | |
| } | |
| .model-section { | |
| flex: 1; | |
| max-width: 450px; | |
| background: rgba(255, 255, 255, 0.05); | |
| padding: 1.5rem; | |
| border-radius: 1rem; | |
| border: 1px solid rgba(255, 255, 255, 0.1); | |
| backdrop-filter: blur(10px); | |
| transition: all 0.3s ease; | |
| } | |
| .info-link { | |
| color: #60a5fa; | |
| text-decoration: none; | |
| transition: color 0.2s ease; | |
| } | |
| .info-link:hover { | |
| color: #93c5fd; | |
| text-decoration: underline; | |
| } | |
| .info-section { | |
| margin-top: 0.5rem; | |
| font-size: 0.9rem; | |
| color: #94a3b8; | |
| } | |
| </style> | |
| <div style="background: linear-gradient(135deg, #1e293b 0%, #0f172a 100%); padding: 1.5rem; border-radius: 1.5rem; text-align: center; margin: 1rem auto; max-width: 1200px; box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1);"> | |
| <div style="margin-bottom: 1.5rem;"> | |
| <div style="display: flex; align-items: center; justify-content: center; gap: 1rem;"> | |
| <h1 style="font-size: 2.5rem; font-weight: 800; margin: 0; background: linear-gradient(135deg, #60a5fa 0%, #93c5fd 100%); -webkit-background-clip: text; -webkit-text-fill-color: transparent;">Zurich</h1> | |
| <div style="width: 2px; height: 2.5rem; background: linear-gradient(180deg, #3b82f6 0%, #60a5fa 100%);"></div> | |
| <p style="font-size: 1.25rem; color: #94a3b8; margin: 0;">GammaCorpus v2-1m</p> | |
| </div> | |
| <div class="info-section"> | |
| <span>Fine-tuned from <a href="https://huggingface.co/Qwen/Qwen2.5-7B-Instruct" class="info-link">Qwen 2.5 7B Instruct</a> | Model: <a href="https://huggingface.co/rubenroy/Zurich-7b-GCv2-1m" class="info-link">Zurich-7b-GCv2-1m</a> | Training Dataset: <a href="https://huggingface.co/datasets/rubenroy/GammaCorpus-v2-1m" class="info-link">GammaCorpus v2 1m</a></span> | |
| </div> | |
| </div> | |
| <div style="display: flex; gap: 1.5rem; justify-content: center;"> | |
| <div class="model-section"> | |
| <h2 style="font-size: 1.25rem; color: #e2e8f0; margin-bottom: 1rem; margin-top: 1px; font-weight: 600; display: flex; align-items: center; justify-content: center; gap: 0.7rem;"> | |
| <i class="fas fa-brain"></i> | |
| 7B Models | |
| </h2> | |
| <div style="display: grid; grid-template-columns: repeat(2, 1fr); gap: 0.75rem;"> | |
| <a href="https://huggingface.co/spaces/rubenroy/Zurich-7B-GCv2-5m" class="model-btn">Zurich 7B GCv2 5m</a> | |
| <a href="https://huggingface.co/spaces/rubenroy/Zurich-7B-GCv2-1m" class="model-btn">Zurich 7B GCv2 1m</a> | |
| <a href="https://huggingface.co/spaces/rubenroy/Zurich-7B-GCv2-500k" class="model-btn">Zurich 7B GCv2 500k</a> | |
| <a href="https://huggingface.co/spaces/rubenroy/Zurich-7B-GCv2-100k" class="model-btn">Zurich 7B GCv2 100k</a> | |
| <a href="https://huggingface.co/spaces/rubenroy/Zurich-7B-GCv2-50k" class="model-btn">Zurich 7B GCv2 50k</a> | |
| <a href="https://huggingface.co/spaces/rubenroy/Zurich-7B-GCv2-10k" class="model-btn">Zurich 7B GCv2 10k</a> | |
| </div> | |
| </div> | |
| <div class="model-section"> | |
| <h2 style="font-size: 1.25rem; color: #e2e8f0; margin-bottom: 1rem; margin-top: 1px; font-weight: 600; display: flex; align-items: center; justify-content: center; gap: 0.7rem;"> | |
| <i class="fas fa-rocket"></i> | |
| 14B Models | |
| </h2> | |
| <div style="display: grid; grid-template-columns: repeat(2, 1fr); gap: 0.75rem;"> | |
| <a href="https://huggingface.co/spaces/rubenroy/Zurich-14B-GCv2-5m" class="model-btn">Zurich 14B GCv2 5m</a> | |
| <a href="https://huggingface.co/spaces/rubenroy/Zurich-14B-GCv2-1m" class="model-btn">Zurich 14B GCv2 1m</a> | |
| <a href="https://huggingface.co/spaces/rubenroy/Zurich-14B-GCv2-500k" class="model-btn">Zurich 14B GCv2 500k</a> | |
| <a href="https://huggingface.co/spaces/rubenroy/Zurich-14B-GCv2-100k" class="model-btn">Zurich 14B GCv2 100k</a> | |
| <a href="https://huggingface.co/spaces/rubenroy/Zurich-14B-GCv2-50k" class="model-btn">Zurich 14B GCv2 50k</a> | |
| <a href="https://huggingface.co/spaces/rubenroy/Zurich-14B-GCv2-10k" class="model-btn">Zurich 14B GCv2 10k</a> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| """ | |
| with gr.Blocks() as demo: | |
| gr.HTML(TITLE_HTML) | |
| chat_interface = gr.ChatInterface( | |
| fn=generate, | |
| ) | |
| demo.launch(share=True) |