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Llama Gaan 2 7B Chat HF Dutch
This model is a finetuned version of LLAMA 2 7B Chat aiming for Dutch language support 🇳🇱. Courtesy of Mirage Studio, home of MirageGPT: the private ChatGPT alternative.
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Model Details
Model Description
- Developed by: Mirage Studio
- Model type: Llama chat
- Language(s) (NLP): Dutch
- License: Llama-2 License
- Finetuned from model: daryl149/llama-2-7b-chat-hf
Prompt template
<s>[INST] <<SYS>>
System prompt
<</SYS>>
User prompt [/INST] Model answer </s>
To continue a conversation
[INST] <<SYS>>
You are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature. If a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you don't know the answer to a question, please don't share false information.
<</SYS>>
{prompt} [/INST] {model_reply} [INST] {prompt} [/INST]
Example usage
An example question you can ask:
Q: Kun je aangeven wat het belang van privacy is voor bedrijven?
A: Het belang van privacy voor bedrijven is dat ze hun klanten moeten beschermen tegen onverhoopt gebruik van persoonlijke gegevens die kunnen leiden tot verlies van privacy, strafrechtelijke problemen of reputatieschade. Bedrijven hebben de plicht om hun klanten te informeren over hoe hun gegevens worden gebruikt en welke middelen zijn beschikbaar om deze te beschermen. Bovendien moeten bedrijven zich aan de wetten houden die relevante privacybeveiligingsmaatregelen regelen, zoals GDPR (General Data Protection Regulation) in Europa. Privacy is essentieel voor het bouwen van betrouw en vertrouwen tussen bedrijven en hun klanten, waardoor bedrijven kunnen concurreren in een markt met strengere eisen. In het algemeen kan men zeggen dat privacy een cruciaal aspect is bij het ontwikkelen van succesvolle bedrijfsstrategies.
Model Sources [optional]
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Uses
It's a Dutch speaking drop in replacement for meta-llama/Llama-2-7b-chat-hf and the non-waitlist mirror daryl149/llama-2-7b-chat-hf.
Direct Use
It's a Dutch speaking drop in replacement for meta-llama/Llama-2-7b-chat-hf and the non-waitlist mirror daryl149/llama-2-7b-chat-hf.
Downstream Use [optional]
Do use it for further finetuning and let us know!
Out-of-Scope Use
Don't be evil.
Bias, Risks, and Limitations
- It's not quite perfect Dutch yet, but a very promising start.
- The model rarely generates EOS tokens and goes on a ramble. A quick and dirty way to mitigate this is to system prompt it to generate an
</s>after 5 sentences.
Recommendations
How to Get Started with the Model
If you already have a pipeline running llama 2 7B chat in huggingface format, just call this one instead.
Training Details
Training Data
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Training Procedure
Preprocessing [optional]
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Training Hyperparameters
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Speeds, Sizes, Times [optional]
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Evaluation
Testing Data, Factors & Metrics
Testing Data
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Factors
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Metrics
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Results
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Summary
Model Examination [optional]
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Environmental Impact
Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).
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Technical Specifications [optional]
Model Architecture and Objective
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Compute Infrastructure
V100S big boi instances, kindly sponsored by OVHCloud
Software
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BibTeX:
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APA:
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Model Card Contact
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