Update README.md

README.md

@@ -1,12 +1,59 @@
----
-license: apache-2.0
-language:
-- en
-tags:
-- India
-- IndianLLM
-- Rapnss
-- VIA-01
-- Vidyut
-- Vidyutomega
----
+VIA-1 by Rapnss
+VIA-1 is a cutting-edge language model developed by Rapnss, engineered for seamless performance in both conversational tasks and code generation. Optimized for speed and versatility, VIA-1 delivers high-quality responses for a wide range of applications, from answering questions to writing efficient code snippets.
+Features
+
+Dual-Purpose Design: Excels in natural language understanding and code generation, making it ideal for developers and conversational AI use cases.
+Lightweight and Efficient: Tuned for fast inference, suitable for deployment in resource-constrained environments.
+User-Friendly: Simple integration with popular frameworks like Hugging Face Transformers.
+By Rapnss: A unique AI crafted to empower innovation and creativity.
+
+Usage
+Get started with VIA-1 using the following Python code:
+from transformers import pipeline
+import torch
+
+# Initialize the pipeline
+pipe = pipeline(
+    "text-generation",
+    model="Rapnss/VIA-01",
+    torch_dtype=torch.float16,
+    device_map="auto",
+    max_new_tokens=15
+)
+
+# Generate a response
+prompt = "Write a Python function to sort a list:"
+response = pipe(prompt)[0]['generated_text']
+print(response)
+
+Example Output:
+Write a Python function to sort a list:
+```python
+def sort_list(arr):
+    return sorted(arr)
+
+
+## Installation
+Install required dependencies:
+```bash
+pip install transformers torch accelerate gradio
+
+Performance
+
+Inference Speed: Optimized for low-latency responses, typically ~20-40 seconds on standard CPU hardware (e.g., Hugging Face free Space). For sub-10-second responses, consider a GPU-enabled environment (e.g., Hugging Face Pro Space).
+Model Size: ~8GB, designed for efficient memory usage.
+Capabilities: Handles conversational queries, technical questions, and code generation tasks like writing functions or debugging snippets.
+
+Try It Out
+Interact with VIA-1 via our Hugging Face Space, featuring a Gradio interface for real-time testing.
+Limitations
+
+Response Length: Short responses (up to 15 tokens) are recommended for optimal speed on free-tier hosting.
+Hardware: Performance varies with hardware; CPU-based inference may be slower than GPU.
+
+License
+Licensed under the Apache 2.0 License, allowing flexible use and redistribution.
+Contact
+Created by Rapnss. For inquiries or feedback, reach out via Hugging Face or the VIA-1 Space.
+
+Made with ❤️ by Rapnss.