Update README.md

---
title: Manan
author: AijazForge
language: en
license: apache-2.0
tags:
- text-generation
- language-model
- ai-assistant
---

# Manan

Manan is a fine-tuned language model developed by AijazForge, optimized for text generation and conversational applications. This model supports professional use cases including content creation, question answering, and code assistance. [web:38][web:15]

## Model Overview
- **Developer:** AijazForge
- **Architecture:** Transformer-based large language model.
- **Parameters:** [Insert parameter count, e.g., 7B].
- **Intended Applications:** Enterprise prototyping, educational tools, and developer workflows. [web:26]

## Usage Instructions
```python
from transformers import AutoTokenizer, AutoModelForCausalLM

model_name = "AijazForge/Manan"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name)

inputs = tokenizer("Describe neural networks:", return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=150)
response = tokenizer.decode(outputs)

README.md

@@ -1,3 +1,17 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+datasets:
+- bigai/TongSIM-Asset
+language:
+- en
+metrics:
+- accuracy
+- character
+base_model:
+- google/functiongemma-270m-it
+new_version: zai-org/GLM-4.7
+library_name: adapter-transformers
+tags:
+- agent
+- finance
+---