Duplicate from iamplus/Llama-2-13b-hf-ChatOrca

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README.md

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+---
+license: mit
+datasets:
+- iamplus/LLama2-SFT-Data
+- iamplus/Open_Platypus_Orca
+- iamplus/Orca
+- iamplus/Conversational_Data
+---
+
+
+**Description :**
+
+This model is trained on a mix of Orca data and Open Source + Closed Multi-turn Conversation data to create a better reasoning model which is capable of holding multi-turn conversations as well.
+
+The Dataset split description, Prompt description as well as Training Parameters are given below.
+
+**Prompt Description :** 
+
+The prompt template for the first turn looks like this:
+```
+<s>[INST] <<SYS>>
+{{ system_prompt }}
+<</SYS>>
+
+{{ user_message }} [/INST]
+```
+
+The prompt template for the multi-turn conversation looks like this:
+```
+<s>[INST] <<SYS>>
+{{ system_prompt }}
+<</SYS>>
+
+{{ user_msg_1 }} [/INST] {{ model_answer_1 }} </s><s>[INST] {{ user_msg_2 }} [/INST]
+```
+
+This model follows the official Meta's chat model Prompt format. Please refer here : https://huggingface.co/blog/llama2#how-to-prompt-llama-2 on how to prompt the model for single/multi-turn conversations.
+
+**Base model :** meta-llama/Llama-2-13b-hf
+
+**Data :** 
+1. 1M Orca dara (Gpt-4 Orca data - OpenOrca)
+2. 1.7M chat data (includes OpenAssistant Chat data, Ultrachat, and many more open source Chat Datasets)
+3. 30k OpenPlatypus data
+
+**Training Params :**
+```
+Number of Epochs : 2
+Batch Size : 128
+Sequence Length : 4096
+Learning Rate : 2e-5 (Cosine)
+Weight Decay : 0.1
+Gradient Clipping : 1.0
+Gamma : 0.85
+beta_1 : 0.9
+beta_2 : 0.95
+eps : 1e-5
+Precision : bf16
+Optimizer : Any Precision AdamW Optimizer
+```

config.json

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+{
+  "_name_or_path": "Llama-2-13b-hf",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "intermediate_size": 13824,
+  "max_position_embeddings": 4096,
+  "model_type": "llama",
+  "num_attention_heads": 40,
+  "num_hidden_layers": 40,
+  "num_key_value_heads": 40,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.32.0.dev0",
+  "use_cache": true,
+  "vocab_size": 32000
+}

generation_config.json

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+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.32.0.dev0"
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+}