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README.md

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+---
+base_model:
+- deepseek-ai/deepseek-coder-6.7b-base
+library_name: transformers
+
+---
+# CAC-v0.1
+CAC is a large language model with 6.7B parameters specifically finetuned for code completions.
+CAC, although trained for code autocompletion, can also be used for other code related tasks such as:
+- Generation
+- Summarization
+- Translation
+- Question Answering
+- Optimization
+- Debugging
+- Code Review
+and more.
+
+---
+
+This is the very first version of CAC (0.1) and is still under development. For this version, we chose to go ahead with DeepSeek-Coder-6.7B as the base model.
+
+---
+
+## Model Details
+- Training Data: Exclusively fine-tuned on a proprietary dataset of 1.8 billion tokens of high-quality programming problems and solutions.
+
+- The dataset was generated manually and is internal to CodeMate.
+
+- Training Techniques: The model was fine-tuned using Flash Attention 2, trained over 15 hours on 40 A100-80GB GPUs.
+
+- A sequence length of 8096 tokens was used during training.
+
+- Multilingual Support: CAC-v0.1 is proficient in multiple programming languages, including Python, C/C++, TypeScript, Java, and more.
+
+---
+
+## Load the model with Transformers:
+
+Make sure to install Transformers from the main git branch:
+
+```
+pip install git+https://github.com/huggingface/transformers.git
+```
+
+#### How to Prompt the Model:
+
+This model accepts prompts in the Alpaca/Vicuna instruction format. For example:
+```
+### System Prompt
+You are an intelligent programming assistant.
+
+### User Message
+Implement a linked list in C++
+
+### Assistant
+...
+```
+
+You can also use the Mistral chat template for conversations:
+
+```
+<s>[INST] .... [/INST] ... </s>
+```
+
+#### Load the model:
+```
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+# Initialize the model
+model_path = "codemateai/CodeMate-v0.1"
+model = AutoModelForCausalLM.from_pretrained(model_path, device_map="auto")
+tokenizer = AutoTokenizer.from_pretrained(model_path)
+
+# ... generate response ...
+```
+---
+
+## Limitations
+This model has undergone very limited testing. CodeMate recommends additional safety testing before any real-world deployments.
+
+For more information and updates, visit the [CodeMate website](https://codemate.ai).

config.json

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+{
+  "_name_or_path": "codemateai/cac-v0.1",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 32013,
+  "eos_token_id": 32014,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 16384,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": {
+    "factor": 4.0,
+    "rope_type": "linear",
+    "type": "linear"
+  },
+  "rope_theta": 100000,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.44.2",
+  "use_cache": true,
+  "vocab_size": 32256
+}

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special_tokens_map.json

@@ -0,0 +1,23 @@
+{
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+    "content": "<｜begin▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
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+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
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+    "content": "<｜end▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,193 @@
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+  "add_eos_token": false,
+  "add_prefix_space": null,
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+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "32003": {
+      "content": "ý",
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+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
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+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "32005": {
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+      "normalized": true,
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+      "single_word": false,
+      "special": false
+    },
+    "32006": {
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
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+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
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+      "single_word": false,
+      "special": false
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+      "special": false
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+      "single_word": false,
+      "special": false
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+      "normalized": true,
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+      "special": true
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+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
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+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
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+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
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+      "single_word": false,
+      "special": false
+    },
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+      "single_word": false,
+      "special": false
+    }
+  },
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+  "eos_token": "<｜end▁of▁sentence｜>",
+  "legacy": true,
+  "model_max_length": 16384,
+  "pad_token": "<｜end▁of▁sentence｜>",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": null,
+  "use_default_system_prompt": false
+}