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Model: vicgalle/gpt2-alpaca Source: Original Platform
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README.md
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---
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license: mit
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datasets:
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- tatsu-lab/alpaca
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language:
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- en
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tags:
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- instruct-tuning
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- gpt2
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- alpaca
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---
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# GPT2 finetuned with Alpaca
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### Examples
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The following samples were generated with `{"temperature" : 0.7, "top_p" : 0.92, "top_k" : 0}`:
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##### **Give three tips for a good meal**
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```
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Below is an instruction that describes a task. Write a response that appropriately completes the request.
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### Instruction:
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Give three tips for a good meal.
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### Response:
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1. Choose a healthy alternative to traditional fast food. This can include eating a nutritious breakfast, a healthy snack, and a healthy snack option.
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2. Avoid excessive salt and sugar. Avoid any processed foods, such as processed eggs and sugary drinks.
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3. Try a variety of healthy snacks. Try soft drinks, fruit juices, and other sugary foods.
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```
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##### **Write a poem about a delicious night**
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```
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Below is an instruction that describes a task. Write a response that appropriately completes the request.
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### Instruction:
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Write a poem about a delicious night.
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### Response:
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The moonlight glows like a golden light,
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A beautiful night sky,
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A sight that will never be forgotten.
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The sweet smell of freshly baked bread fills the air,
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A bright and vibrant night.
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The stars twinkle and twinkle,
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And the birds sing sweetly,
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The sun and moon alike.
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The night is full of joy and joy,
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The smell of the sweet and fragrant scent,
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A night that is full of love and laughter,
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A night that is full of joy and laughter,
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A night that will never be forgotten.
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```
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##### **Write a tweet describing your capabilities**
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```
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Below is an instruction that describes a task. Write a response that appropriately completes the request.
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### Instruction:
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Write a tweet describing your capabilities.
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### Response:
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I'm a software engineer with a passion for creating amazing software solutions. I'm passionate about the power of collaboration and collaboration tools, and I'm always looking for new ways to improve the efficiency of my work. #SoftwareEngineers #softwareless
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```
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##### **Pretend you are an alien visiting Earth. Write three opinions you believe**
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```
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Below is an instruction that describes a task. Write a response that appropriately completes the request.
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### Instruction:
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Pretend you are an alien visiting Earth. Write three opinions you believe.
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### Response:
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1. I believe the Earth is an intelligent and peaceful place.
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2. I believe that the human race is on the brink of extinction.
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3. I believe that the Earth is a great source of prosperity and safety.
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```
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_vicgalle__gpt2-alpaca)
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| Metric | Value |
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|-----------------------|---------------------------|
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| Avg. | 24.66 |
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| ARC (25-shot) | 22.87 |
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| HellaSwag (10-shot) | 31.14 |
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| MMLU (5-shot) | 26.26 |
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| TruthfulQA (0-shot) | 36.22 |
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| Winogrande (5-shot) | 50.67 |
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| GSM8K (5-shot) | 0.0 |
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| DROP (3-shot) | 5.46 |
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added_tokens.json
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{
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"### End": 50257,
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"### Instruction:": 50258,
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"### Response:\n": 50259
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}
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config.json
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config.json
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{
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"_name_or_path": "gpt2",
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 50256,
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"embd_pdrop": 0.1,
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"eos_token_id": 50256,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 1024,
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"n_embd": 768,
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"n_head": 12,
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"n_inner": null,
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"n_layer": 12,
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"n_positions": 1024,
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"task_specific_params": {
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"text-generation": {
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"do_sample": true,
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"max_length": 50
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.25.1",
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"use_cache": false,
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"vocab_size": 50260
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 510368814
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version https://git-lfs.github.com/spec/v1
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size 510407229
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"### End",
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"### Instruction:",
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"### Response:\n"
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],
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"bos_token": "<|endoftext|>",
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"eos_token": "<|endoftext|>",
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"pad_token": "<|endoftext|>",
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"unk_token": "<|endoftext|>"
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}
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{
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"add_prefix_space": false,
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"bos_token": "<|endoftext|>",
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"eos_token": "<|endoftext|>",
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"model_max_length": 1024,
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"name_or_path": "gpt2",
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"special_tokens_map_file": null,
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"tokenizer_class": "GPT2Tokenizer",
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"unk_token": "<|endoftext|>"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 3387
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