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README.md ADDED
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+ ---
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+ license: llama2
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+ language:
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+ - en
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+ library_name: transformers
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+ pipeline_tag: text-generation
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+ tags:
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+ - CodeMate
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+ - Code
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+ ---
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+
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+ # **CodeMate-v0.1**
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+
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+ CodeMate-v0.1 is an intelligent programming assistant developed by [CodeMate](https://codemate.ai).
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+ This model aims to assist users in generating high-quality code solutions for programming problems.
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+ Please note that this model is currently in version 0.1.
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+
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+ ## Model Details
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+
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+ - **Training Data:** Exclusively fine-tuned on a proprietary dataset of 1.8 billion tokens of high-quality programming problems and solutions.
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+ - The dataset was generated manually and is internal to CodeMate.
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+
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+ - **Training Techniques:** The model was fine-tuned using Flash Attention 2, trained over 15 hours on 40 A100-80GB GPUs.
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+ - A sequence length of 8096 tokens was used during training.
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+
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+ - **Multilingual Support:** CodeMate-v0.1 is proficient in multiple programming languages, including Python, C/C++, TypeScript, Java, and more.
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+
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+ ## How to Get Started with the Model
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+
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+ Make sure to install Transformers from the main git branch:
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+
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+ ```bash
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+ pip install git+https://github.com/huggingface/transformers.git
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+ ```
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+
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+ ## How to Prompt the Model
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+
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+ This model accepts prompts in the Alpaca/Vicuna instruction format. For example:
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+
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+ ```markdown
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+ ### System Prompt
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+ You are an intelligent programming assistant.
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+
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+ ### User Message
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+ Implement a linked list in C++
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+
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+ ### Assistant
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+ ...
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+ ```
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+
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+ ## Load the Model:
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+
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+ To load the model, utilize the following Python script:
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+
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+ ```python
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+ from transformers import AutoTokenizer, AutoModelForCausalLM
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+
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+ # Initialize the model
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+ model_path = "codemateai/CodeMate-v0.1"
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+ model = AutoModelForCausalLM.from_pretrained(model_path, device_map="auto")
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+ tokenizer = AutoTokenizer.from_pretrained(model_path)
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+
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+ # ... generate response ...
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+
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+ ```
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+
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+ ## Bias, Risks, and Limitations
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+
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+ This model has undergone very limited testing. CodeMate recommends additional safety testing before any real-world deployments.
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+
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+ For more information and updates, visit the [CodeMate website](https://codemate.ai).
config.json ADDED
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+ {
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+ "_name_or_path": "codemateai/CodeMate-v0.1",
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+ "architectures": [
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+ "LlamaForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "eos_token_id": 2,
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+ "hidden_act": "silu",
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+ "hidden_size": 8192,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 22016,
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+ "max_position_embeddings": 16384,
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+ "model_type": "llama",
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+ "num_attention_heads": 64,
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+ "num_hidden_layers": 48,
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+ "num_key_value_heads": 8,
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+ "pretraining_tp": 1,
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+ "rms_norm_eps": 1e-05,
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+ "rope_scaling": null,
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+ "rope_theta": 1000000,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.36.2",
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
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