
# TRL Model

This is a [TRL language model](https://github.com/lvwerra/trl) 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:

```bash
python -m pip install trl
```

You can then generate text as follows:

```python
from transformers import pipeline

generator = pipeline("text-generation", model="dshin//tmp/tmpy9wgjo1m/dshin/flan-t5-ppo-user-a-use-violation")
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("dshin//tmp/tmpy9wgjo1m/dshin/flan-t5-ppo-user-a-use-violation")
model = AutoModelForCausalLMWithValueHead.from_pretrained("dshin//tmp/tmpy9wgjo1m/dshin/flan-t5-ppo-user-a-use-violation")

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

{"license": "apache-2.0", "tags": ["trl", "transformers", "reinforcement-learning"]}
transformers pytorch t5 text2text-generation trl reinforcement-learning license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us
TAGS
#transformers #pytorch #t5 #text2text-generation #trl #reinforcement-learning #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us 


# 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:



You can then generate text as follows:



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



# 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:



You can then generate text as follows:



If you want to use the model for training or to obtain the outputs from the value head, load the model as follows:
TAGS
#transformers #pytorch #t5 #text2text-generation #trl #reinforcement-learning #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us 
 # 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:



You can then generate text as follows:



If you want to use the model for training or to obtain the outputs from the value head, load the model as follows:
TAGS
#transformers #pytorch #t5 #text2text-generation #trl #reinforcement-learning #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us 
# 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:



You can then generate text as follows:



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