Initial commit

README.md

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+## About
+`Distilgpt2` model finetuned on a dataset of inspirational/motivational quotes taken from the [Quotes-500K](https://github.com/ShivaliGoel/Quotes-500K) dataset. The model can generate inspirational quotes, many of which are quite realistic.
+
+## Code for Training
+The code for fine-tuning the model can be found in this repo: https://github.com/Quotify-Bot/model-training.
+
+## Training Details
+The model was fine-tuned for **50 epochs** on Google Colab's GPU using about **100,000 quotes** from the original dataset.
+
+## Some Interesting Quotes
+
+### Prompt:
+> "Friendship is like a flower. when it blooms, it beautifies this world with its fragrance."
+
+### Prompt: Life is like
+> "Life is like travelling through time so stop being afraid of taking a chance and start appreciating where you are in life."
+
+### Prompt: Motivation
+> "Motivation will drive you to action, which in turn attracts inspiration from beyond."
+
+### Prompt: In the end 
+> "In the end, it is necessary to discover your inner beauty and truth."

config.json

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+{
+  "_name_or_path": "gpt2",
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 50256,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 50256,
+  "gradient_checkpointing": false,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_ctx": 1024,
+  "n_embd": 768,
+  "n_head": 12,
+  "n_inner": null,
+  "n_layer": 12,
+  "n_positions": 1024,
+  "resid_pdrop": 0.1,
+  "summary_activation": null,
+  "summary_first_dropout": 0.1,
+  "summary_proj_to_labels": true,
+  "summary_type": "cls_index",
+  "summary_use_proj": true,
+  "task_specific_params": {
+    "text-generation": {
+      "do_sample": true,
+      "max_length": 50
+    }
+  },
+  "use_cache": true,
+  "vocab_size": 50257
+}

pytorch_model.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b77985c281f78fce4762279f43a661d7effe7a0b559cf93546e63f58a7389afc
+size 510406560

special_tokens_map.json

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+{"bos_token": "<|endoftext|>", "eos_token": "<|endoftext|>", "unk_token": "<|endoftext|>"}

tokenizer_config.json

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+{"unk_token": "<|endoftext|>", "bos_token": "<|endoftext|>", "eos_token": "<|endoftext|>", "add_prefix_space": false, "model_max_length": 1024, "name_or_path": "distilgpt2"}