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renyulin/
llama-7b-es-ppo-adpater

Name: llama-7b-es-ppo-adpater
Availability: InStock

transformers

pytorch

trl

reinforcement-learning

apache-2.0

endpoints_compatible

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TRL Model

This is a TRL language model that has been fine-tuned with reinforcement learning to guide the model outputs according to a value, function, or human feedback. The model can be used for text generation.

Usage

To use this model for inference, first install the TRL library:

python -m pip install trl

You can then generate text as follows:

python

from transformers import pipeline

generator = pipeline("text-generation", model="renyulin//tmp/tmp6w__m82c/renyulin/llama-7b-es-ppo-adpater")
outputs = generator("Hello, my llama is cute")

If you want to use the model for training or to obtain the outputs from the value head, load the model as follows:

python

from transformers import AutoTokenizer
from trl import AutoModelForCausalLMWithValueHead

tokenizer = AutoTokenizer.from_pretrained("renyulin//tmp/tmp6w__m82c/renyulin/llama-7b-es-ppo-adpater")
model = AutoModelForCausalLMWithValueHead.from_pretrained("renyulin//tmp/tmp6w__m82c/renyulin/llama-7b-es-ppo-adpater")

inputs = tokenizer("Hello, my llama is cute", return_tensors="pt")
outputs = model(**inputs, labels=inputs["input_ids"])