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README.md ADDED
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+ ---
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+ tags:
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+ - autotrain
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+ - text-generation-inference
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+ - text-generation
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+ - peft
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+ library_name: transformers
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+ base_model: bigcode/starcoder2-15b
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+ widget:
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+ - messages:
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+ - role: user
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+ content: What is your favorite condiment?
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+ license: other
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+ ---
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+
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+ # Model Trained Using AutoTrain
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+
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+ This model was trained using AutoTrain. For more information, please visit [AutoTrain](https://hf.co/docs/autotrain).
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+
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+ # Usage
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+
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+ ```python
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+
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+
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+ model_path = "PATH_TO_THIS_REPO"
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+
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+ tokenizer = AutoTokenizer.from_pretrained(model_path)
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+ model = AutoModelForCausalLM.from_pretrained(
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+ model_path,
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+ device_map="auto",
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+ torch_dtype='auto'
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+ ).eval()
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+
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+ # Prompt content: "hi"
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+ messages = [
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+ {"role": "user", "content": "hi"}
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+ ]
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+
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+ input_ids = tokenizer.apply_chat_template(conversation=messages, tokenize=True, add_generation_prompt=True, return_tensors='pt')
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+ output_ids = model.generate(input_ids.to('cuda'))
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+ response = tokenizer.decode(output_ids[0][input_ids.shape[1]:], skip_special_tokens=True)
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+
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+ # Model response: "Hello! How can I assist you today?"
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+ print(response)
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "bigcode/starcoder2-15b",
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+ "architectures": [
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+ "Starcoder2ForCausalLM"
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+ ],
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+ "attention_dropout": 0.1,
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+ "bos_token_id": 0,
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+ "embedding_dropout": 0.1,
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+ "eos_token_id": 0,
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+ "hidden_act": "gelu_pytorch_tanh",
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+ "hidden_size": 6144,
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+ "initializer_range": 0.01275,
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+ "intermediate_size": 24576,
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+ "max_position_embeddings": 16384,
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+ "mlp_type": "default",
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+ "model_type": "starcoder2",
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+ "norm_epsilon": 1e-05,
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+ "norm_type": "layer_norm",
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+ "num_attention_heads": 48,
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+ "num_hidden_layers": 40,
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+ "num_key_value_heads": 4,
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+ "residual_dropout": 0.1,
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+ "rope_scaling": null,
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+ "rope_theta": 100000,
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+ "sliding_window": 4096,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.45.0",
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+ "use_bias": true,
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+ "use_cache": true,
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+ "vocab_size": 49152
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+ }
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 0,
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+ "transformers_version": "4.45.0"
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+ }
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