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+ ---
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+ license: apache-2.0
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+ base_model: Felladrin/Minueza-32M-Base
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+ pipeline_tag: text-generation
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+ language:
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+ - en
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+ datasets:
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+ - databricks/databricks-dolly-15k
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+ - Felladrin/ChatML-databricks-dolly-15k
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+ - euclaise/reddit-instruct-curated
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+ - Felladrin/ChatML-reddit-instruct-curated
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+ - THUDM/webglm-qa
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+ - Felladrin/ChatML-WebGLM-QA
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+ - starfishmedical/webGPT_x_dolly
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+ - Felladrin/ChatML-webGPT_x_dolly
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+ - LDJnr/Capybara
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+ - Felladrin/ChatML-Capybara
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+ - Open-Orca/SlimOrca-Dedup
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+ - Felladrin/ChatML-SlimOrca-Dedup
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+ - HuggingFaceH4/ultrachat_200k
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+ - Felladrin/ChatML-ultrachat_200k
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+ - nvidia/HelpSteer
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+ - Felladrin/ChatML-HelpSteer
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+ - sablo/oasst2_curated
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+ - Felladrin/ChatML-oasst2_curated
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+ - CohereForAI/aya_dataset
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+ - Felladrin/ChatML-aya_dataset
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+ widget:
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+ - text: |-
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+ <|im_start|>system
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+ You are a career counselor. The user will provide you with an individual looking for guidance in their professional life, and your task is to assist them in determining what careers they are most suited for based on their skills, interests, and experience. You should also conduct research into the various options available, explain the job market trends in different industries, and advice on which qualifications would be beneficial for pursuing particular fields.<|im_end|>
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+ <|im_start|>user
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+ Heya!<|im_end|>
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+ <|im_start|>assistant
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+ Hi! How may I help you?<|im_end|>
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+ <|im_start|>user
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+ I am interested in developing a career in software engineering. What would you recommend me to do?<|im_end|>
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+ <|im_start|>assistant
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+ - text: |-
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+ <|im_start|>system
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+ You are a highly knowledgeable assistant. Help the user as much as you can.<|im_end|>
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+ <|im_start|>user
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+ How I can become a healthier person?<|im_end|>
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+ <|im_start|>assistant
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+ - text: |-
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+ <|im_start|>system
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+ You are a helpful assistant who gives creative responses.<|im_end|>
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+ <|im_start|>user
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+ Write the specs of a game about mages in a fantasy world.<|im_end|>
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+ <|im_start|>assistant
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+ - text: |-
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+ <|im_start|>system
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+ You are a helpful assistant who answers user's questions with details.<|im_end|>
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+ <|im_start|>user
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+ Tell me about the pros and cons of social media.<|im_end|>
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+ <|im_start|>assistant
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+ - text: |-
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+ <|im_start|>system
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+ You are a helpful assistant who answers user's questions with details and curiosity.<|im_end|>
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+ <|im_start|>user
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+ What are some potential applications for quantum computing?<|im_end|>
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+ <|im_start|>assistant
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+ inference:
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+ parameters:
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+ max_new_tokens: 250
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+ do_sample: true
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+ temperature: 0.7
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+ top_p: 0.5
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+ top_k: 35
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+ repetition_penalty: 1.176
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+ ---
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+
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+ # Minueza-32M-Chat: A Chat Model of 32M Parameters
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+
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+ - Base model: [Felladrin/Minueza-32M-Base](https://huggingface.co/Felladrin/Minueza-32M-Base)
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+ - Datasets:
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+ - [[ChatML](https://huggingface.co/datasets/Felladrin/ChatML-databricks-dolly-15k)] [databricks/databricks-dolly-15k](https://huggingface.co/datasets/databricks/databricks-dolly-15k)
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+ - [[ChatML](https://huggingface.co/datasets/Felladrin/ChatML-reddit-instruct-curated)] [euclaise/reddit-instruct-curated](https://huggingface.co/datasets/euclaise/reddit-instruct-curated)
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+ - [[ChatML](https://huggingface.co/datasets/Felladrin/ChatML-WebGLM-QA)] [THUDM/webglm-qa](https://huggingface.co/datasets/THUDM/webglm-qa)
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+ - [[ChatML](https://huggingface.co/datasets/Felladrin/ChatML-webGPT_x_dolly)] [starfishmedical/webGPT_x_dolly](https://huggingface.co/datasets/starfishmedical/webGPT_x_dolly)
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+ - [[ChatML](https://huggingface.co/datasets/Felladrin/ChatML-Capybara)] [LDJnr/Capybara](https://huggingface.co/datasets/LDJnr/Capybara)
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+ - [[ChatML](https://huggingface.co/datasets/Felladrin/ChatML-SlimOrca-Dedup)] [Open-Orca/SlimOrca-Dedup](https://huggingface.co/datasets/Open-Orca/SlimOrca-Dedup)
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+ - [[ChatML](https://huggingface.co/datasets/Felladrin/ChatML-ultrachat_200k)] [HuggingFaceH4/ultrachat_200k](https://huggingface.co/datasets/HuggingFaceH4/ultrachat_200k)
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+ - [[ChatML](https://huggingface.co/datasets/Felladrin/ChatML-HelpSteer)] [nvidia/HelpSteer](https://huggingface.co/datasets/nvidia/HelpSteer)
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+ - [[ChatML](https://huggingface.co/datasets/Felladrin/ChatML-oasst2_curated)] [sablo/oasst2_curated](https://huggingface.co/datasets/sablo/oasst2_curated)
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+ - [[ChatML](https://huggingface.co/datasets/Felladrin/ChatML-aya_dataset)] [CohereForAI/aya_dataset](https://huggingface.co/datasets/CohereForAI/aya_dataset)
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+
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+ ## Recommended Prompt Format
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+
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+ ```
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+ <|im_start|>system
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+ {system_message}<|im_end|>
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+ <|im_start|>user
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+ {user_message}<|im_end|>
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+ <|im_start|>assistant
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+ ```
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+
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+ ## Recommended Inference Parameters
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+
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+ ```yml
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+ do_sample: true
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+ temperature: 0.7
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+ top_p: 0.5
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+ top_k: 35
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+ repetition_penalty: 1.176
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+ ```
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+
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+ ## Usage Example
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+
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+ ```python
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+ from transformers import pipeline
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+
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+ generate = pipeline("text-generation", "Felladrin/Minueza-32M-Chat")
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+
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+ messages = [
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+ {
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+ "role": "system",
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+ "content": "You are a helpful assistant who answers the user's questions with details and curiosity.",
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+ },
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+ {
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+ "role": "user",
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+ "content": "What are some potential applications for quantum computing?",
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+ },
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+ ]
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+
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+ prompt = generate.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
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+
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+ output = generate(
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+ prompt,
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+ max_new_tokens=256,
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+ do_sample=True,
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+ temperature=0.7,
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+ top_k=35,
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+ top_p=0.5,
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+ repetition_penalty=1.176,
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+ )
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+
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+ print(output[0]["generated_text"])
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+ ```
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+
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+ ## License
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+
143
+ This model is licensed under the [Apache License 2.0](https://huggingface.co/Felladrin/Minueza-32M-Chat/resolve/main/license.txt).
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+ {
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+ "architectures": ["MistralForCausalLM"],
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "eos_token_id": 32000,
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+ "hidden_act": "silu",
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+ "hidden_size": 312,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 1092,
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+ "max_position_embeddings": 2048,
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+ "model_type": "mistral",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 10,
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+ "num_key_value_heads": 4,
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+ "rms_norm_eps": 1e-6,
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+ "rope_theta": 10000.0,
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+ "sliding_window": 1024,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.38.0.dev0",
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+ "use_cache": true,
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+ "vocab_size": 32002
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+ }
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 1,
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+ "eos_token_id": 32000,
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+ "transformers_version": "4.38.0.dev0"
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+ }
license.txt ADDED
@@ -0,0 +1,201 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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