FreeWilly2 is an open-source AI model developed by Stability AI and fine-tuned with the Llama2 70B dataset. It is a language model that uses auto-regressive techniques to generate text.

The model is trained using supervised fine-tuning on an internal Orca-style dataset.Users can interact with FreeWilly2 by starting a conversation using a specific prompt format, which includes a system prompt, a user prompt, and an assistant response.

The model can generate responses based on the given prompts.FreeWilly2 is implemented using the HuggingFace Transformers library and is available under the Non-Commercial Creative Commons license (CC BY-NC-4.0).

It is intended for research purposes only.However, it's important to note that while the Llama2 dataset helps mitigate biases and toxicity in the generated text, not all biases can be eliminated through fine-tuning.

Users should be aware of potential issues and not treat the model outputs as a substitute for human judgment or a source of truth. Responsible usage is strongly encouraged.For further information or inquiries about the model, users can contact Stability AI via email at [email protected].

Citations for the Llama2 dataset and the Orca-style training methodology are provided for academic references.

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FreeWilly2 was manually vetted by our editorial team and was first featured on July 24th 2023.

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Pros and Cons

Pros

Open-source

Fine-tuned with Llama2 70B

Auto-regressive techniques

Supervised training

Uses HuggingFace Transformers

Non-Commercial Creative Commons license

Biases mitigation

Email support available

Explicit prompt-based interaction

Easy integration

Low CPU memory usage

Supports mixed precision training

Optimized with AdamW

Trained on Orca dataset

Clear documentation for training procedure

Clear citation provided

Has usage example

Internal dataset training

Mitigated biases and toxicity

Draws from diverse datasets

Dataset usage transparency

Contact support provided

Academic usage supportive

On-demand loading on Inference API

Hosted inference API

PyTorch implemented

Causal Language Model

Understands English language

Multiple training phases

Inference output customization

Encourages responsible usage

Detailed model description

Easy model deployment

Training procedure transparency

Supports research purposes

High community engagement

Text generation capabilities

Hard bias warnings

Community editable model card

Highly parameterized API

Large batch size training

Strong hyperparameters

Version tracking

Datasets for model training listed

Use in Transformers option

JSON output support

Can output text narratives

Easy-to-use with code snippets

Explicit limitations and bias handling

Addresses potential issues

Special care about safety

Cons

Specific prompt format required

Potential language biases

Not a source of truth

Intended for research only

No commercial use due to CC BY-NC 4.0 license

Only in English

Q&A

What is FreeWilly2?

FreeWilly2 is an open-source AI language model developed by Stability AI and fine-tuned with the Llama2 70B dataset. FreeWilly2 utilizes auto-regressive techniques to generate text. The model is designed to generate responses based on given prompts, and it's used mainly for chat generation with chatbots.

Who developed FreeWilly2?

FreeWilly2 was developed by Stability AI.

What is the Llama2 70B dataset?

The Llama2 70B dataset is an extensive dataset used to fine-tune models like FreeWilly2. While the specifics of the dataset content are not detailed, it plays a crucial role in mitigating biases and toxicity in the generated text.

How does FreeWilly2 generate text?

FreeWilly2 generates text using supervised fine-tuning on an internal Orca-style dataset. This process allows FreeWilly2 to use auto-regressive methods for generating text based on the given prompts. Users interact with FreeWilly2 by starting a conversation with a specific prompt format.

What is the special prompt format for interacting with FreeWilly2?

The special prompt format for interacting with FreeWilly2 involves a system prompt, a user prompt, and an assistant response. An example is: '### System:You are Free Willy, an AI that follows instructions extremely well. Remember, be safe, and don't do anything illegal. ### User: Write me a poem please ### Assistant:'

What techniques does FreeWilly2 use to generate text?

FreeWilly2 uses auto-regressive techniques to generate text. These techniques are applied when the model is trained via supervised fine-tuning on an internal Orca-style dataset.

What library is used to implement FreeWilly2?

FreeWilly2 is implemented using the HuggingFace Transformers library.

What are the usage limitations of FreeWilly2?

FreeWilly2 is available under the Non-Commercial Creative Commons license (CC BY-NC-4.0) and is intended for research purposes only. Users are advised that not all biases and toxicity can be completely eliminated from the generated text despite fine-tuning. While outputs from the model can be instructive, they should not be treated as substitutes for human judgment or considered definitive sources of truth.

Where can I find FreeWilly2's source code?

IDK

What license does FreeWilly2 fall under?

FreeWilly2 falls under the Non-Commercial Creative Commons license (CC BY-NC-4.0).

What measures are taken to mitigate biases and toxicity in FreeWilly2's outputs?

The Llama2 dataset helps mitigate biases and toxicity in the text generated by FreeWilly2. Despite this, users are advised that not all biases and toxicity can be fully eradicated through fine-tuning.

How is the Orca-style dataset used in training FreeWilly2?

Training FreeWilly2 involves supervised fine-tuning on an internal Orca-style dataset. Details regarding this process are not explicitly mentioned.

What languages does FreeWilly2 support?

FreeWilly2 supports the English language.

How can I contact Stability AI for further information about FreeWilly2?

Users can contact Stability AI for further information about FreeWilly2 via email at [email protected].

How can the FreeWilly2 model be used in research?

The FreeWilly2 model can be utilized for research purposes by researchers who are studying language models, chatbots, or are interested in examining the model's responses to given prompts.

What is the role of HuggingFace's Transformers library in FreeWilly2?

HuggingFace's Transformers library is used to implement FreeWilly2. It provides an infrastructure for creating and using transformer models.

What datasets were used to train FreeWilly2?

FreeWilly2 was trained on several datasets including conceptofmind/cot_submix_original, conceptofmind/flan2021_submix_original, and conceptofmind/t0_submix_original.

How is 'responsible usage' defined for FreeWilly2?

'Responsible usage' of FreeWilly2 is strongly encouraged. This means users should consider the model's limitations, particularly its potential biases and toxicity, and shouldn't treat its output as a substitute for human judgment or a source of truth.

Which inference API should I use to load the FreeWilly2 model?

To load the FreeWilly2 model, the HuggingFace Inference API can be used.

What are the system requirements for using FreeWilly2?

IDK