Bearnardd commited on
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highest reward model

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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ tags:
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+ - trl
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+ - transformers
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+ - reinforcement-learning
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+ ---
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+
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+ # TRL Model
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+
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+ This is a [TRL language model](https://github.com/lvwerra/trl) that has been fine-tuned with reinforcement learning to
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+ guide the model outputs according to a value, function, or human feedback. The model can be used for text generation.
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+
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+ ## Usage
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+
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+ To use this model for inference, first install the TRL library:
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+
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+ ```bash
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+ python -m pip install trl
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+ ```
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+
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+ You can then generate text as follows:
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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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+ generator = pipeline("text-generation", model="Bearnardd//tmp/tmpuxy4vyl8/Bearnardd/gpt2-imdb")
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+ outputs = generator("Hello, my llama is cute")
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+ ```
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+
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+ If you want to use the model for training or to obtain the outputs from the value head, load the model as follows:
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+
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+ ```python
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+ from transformers import AutoTokenizer
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+ from trl import AutoModelForCausalLMWithValueHead
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+
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+ tokenizer = AutoTokenizer.from_pretrained("Bearnardd//tmp/tmpuxy4vyl8/Bearnardd/gpt2-imdb")
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+ model = AutoModelForCausalLMWithValueHead.from_pretrained("Bearnardd//tmp/tmpuxy4vyl8/Bearnardd/gpt2-imdb")
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+
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+ inputs = tokenizer("Hello, my llama is cute", return_tensors="pt")
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+ outputs = model(**inputs, labels=inputs["input_ids"])
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+ ```
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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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+ }
tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ {
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+ "add_bos_token": false,
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+ "add_prefix_space": false,
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+ "bos_token": {
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+ "__type": "AddedToken",
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+ "content": "<|endoftext|>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "eos_token": {
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+ "__type": "AddedToken",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "errors": "replace",
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+ "max_len": 1024,
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+ "model_max_length": 1024,
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+ "pad_token": null,
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+ "special_tokens_map_file": "/home/bearnard/.cache/huggingface/hub/models--lvwerra--gpt2-imdb/snapshots/f1bfd819c6bee6c18fa5f95bfe88d9198839a435/special_tokens_map.json",
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+ "tokenizer_class": "GPT2Tokenizer",
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+ "unk_token": {
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+ "__type": "AddedToken",
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+ "content": "<|endoftext|>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ }
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+ }
vocab.json ADDED
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