Create config.json

config.json

@@ -0,0 +1,25 @@
+{
+  "model_type": "mistral",
+  "architectures": ["MistralForCausalLM"],
+  "hidden_size": 4096,
+  "intermediate_size": 11008,  // Size of the feedforward layer
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "initializer_range": 0.02,
+  "max_position_embeddings": 2048,
+  "use_cache": true,
+  "pad_token_id": 0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "tie_word_embeddings": false,
+  "attention_probs_dropout_prob": 0.1,  // Dropout for attention layers
+  "hidden_dropout_prob": 0.1,  // Dropout for fully connected layers
+  "layer_norm_eps": 1e-5,  // Epsilon for layer normalization
+  "transformers_version": "4.33.0",  // Specify the Transformers version
+  "quantization_config": {
+    "load_in_4bit": true,
+    "bnb_4bit_compute_dtype": "bfloat16",
+    "bnb_4bit_quant_type": "nf4",
+    "bnb_4bit_use_double_quant": true
+  }
+}