Update README.md

README.md

@@ -11,6 +11,37 @@ tags:
 - trl
 ---
 
+# Fireball-Mistral-Nemo-12B-Philos
+Supervised Fined tuned by dataset of philosophy, math, coding and languages.
+
+# Original Model Card
+
+# Model Card for Mistral-Nemo-Instruct-2407
+
+The Mistral-Nemo-Instruct-2407 Large Language Model (LLM) is an instruct fine-tuned version of the [Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407). Trained jointly by Mistral AI and NVIDIA, it significantly outperforms existing models smaller or similar in size.
+
+For more details about this model please refer to our release [blog post](https://mistral.ai/news/mistral-nemo/).
+
+## Key features
+- Released under the **Apache 2 License**
+- Pre-trained and instructed versions
+- Trained with a **128k context window**
+- Trained on a large proportion of **multilingual and code data**
+- Drop-in replacement of Mistral 7B
+
+## Model Architecture
+Mistral Nemo is a transformer model, with the following architecture choices:
+- **Layers:** 40
+- **Dim:** 5,120
+- **Head dim:** 128
+- **Hidden dim:** 14,336
+- **Activation Function:** SwiGLU
+- **Number of heads:** 32
+- **Number of kv-heads:** 8 (GQA)
+- **Vocabulary size:** 2**17 ~= 128k
+- **Rotary embeddings (theta = 1M)**
+
+
 # Uploaded  model
 
 - **Developed by:** EpistemeAI