ybelkada HF staff commited on
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Push model using huggingface_hub.

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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="ybelkada//var/tmp/tmpxljq8o84/ybelkada/gpt-neo-125m-detoxified-long-context")
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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("ybelkada//var/tmp/tmpxljq8o84/ybelkada/gpt-neo-125m-detoxified-long-context")
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+ model = AutoModelForCausalLMWithValueHead.from_pretrained("ybelkada//var/tmp/tmpxljq8o84/ybelkada/gpt-neo-125m-detoxified-long-context")
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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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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "EleutherAI/gpt-neo-125M",
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+ "activation_function": "gelu_new",
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+ "architectures": [
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+ "GPTNeoForCausalLM"
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+ ],
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+ "attention_dropout": 0,
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+ "attention_layers": [
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+ "global",
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+ "local",
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+ "global",
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+ "local",
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+ "global",
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+ "local",
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+ "global",
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+ "local",
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+ "global",
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+ "local",
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+ "global",
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+ "local"
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+ ],
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+ "attention_types": [
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+ [
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+ [
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+ "global",
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+ "local"
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+ ],
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+ 6
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+ ]
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+ ],
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+ "bos_token_id": 50256,
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+ "embed_dropout": 0,
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+ "eos_token_id": 50256,
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+ "gradient_checkpointing": false,
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+ "hidden_size": 768,
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+ "initializer_range": 0.02,
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+ "intermediate_size": null,
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+ "layer_norm_epsilon": 1e-05,
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+ "max_position_embeddings": 2048,
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+ "model_type": "gpt_neo",
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+ "num_heads": 12,
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+ "num_layers": 12,
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+ "resid_dropout": 0,
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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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+ "torch_dtype": "float32",
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+ "transformers_version": "4.27.0.dev0",
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+ "use_cache": true,
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+ "vocab_size": 50257,
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+ "window_size": 256
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+ }
generation_config.json ADDED
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+ {
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+ "bos_token_id": 50256,
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+ "eos_token_id": 50256,
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+ "transformers_version": "4.27.0.dev0"
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+ }
merges.txt ADDED
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tokenizer.json ADDED
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tokenizer_config.json ADDED
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vocab.json ADDED
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