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--- |
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base_model: togethercomputer/Mistral-7B-Instruct-v0.2 |
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library_name: peft |
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pipeline_tag: text-generation |
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tags: |
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- blockchain |
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- text-generation |
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- lora |
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- peft |
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- Mistral-7B |
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license: apache-2.0 |
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language: en |
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--- |
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# Model Card for neo-blockchain-assistant |
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This model is a LoRA-adapter fine-tuned from the base model `Mistral-7B-Instruct-v0.2`. It is specifically designed to assist in blockchain-related tasks and answer questions about blockchain technology. |
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## Model Details |
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### Model Description |
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The neo-blockchain-assistant model is a lightweight fine-tuned version of the Mistral-7B-Instruct-v0.2 model using LoRA (Low-Rank Adaptation) and PEFT (Parameter-Efficient Fine-Tuning) techniques. It is optimized for text generation tasks related to blockchain technology, providing educational content and explanations. |
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- **Developed by:** TooKeen |
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- **Funded by [optional]:** N/A |
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- **Shared by [optional]:** N/A |
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- **Model type:** LoRA fine-tuned text-generation model |
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- **Language(s) (NLP):** English |
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- **License:** Apache-2.0 |
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- **Finetuned from model [optional]:** Mistral-7B-Instruct-v0.2 |
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### Model Sources [optional] |
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- **Repository:** https://huggingface.co./TooKeen/neo-blockchain-assistant |
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- **Paper [optional]:** N/A |
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- **Demo [optional]:** N/A |
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## Uses |
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### Direct Use |
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This model can be used directly for generating blockchain-related text content, answering questions, and providing explanations about blockchain technology. It can be used for educational purposes, content creation, or blockchain research assistance. |
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### Downstream Use [optional] |
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The model can be further fine-tuned for specific blockchain-related use cases or integrated into larger systems where blockchain education or customer service is required. |
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### Out-of-Scope Use |
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This model should not be used for non-blockchain-related tasks or sensitive domains where accuracy in unrelated fields is crucial. |
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## Bias, Risks, and Limitations |
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As this model is fine-tuned specifically for blockchain-related content, it may not generalize well to other domains. The model could provide biased or incomplete information on blockchain-related topics, depending on the training data. Use it with caution for legal, financial, or high-stakes decisions. |
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### Recommendations |
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Users should be aware that the model's outputs are based on blockchain-related training data and may not reflect up-to-date or completely accurate information on complex or evolving topics. It is recommended to cross-check any critical information generated by the model. |
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## How to Get Started with the Model |
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Use the code below to get started with the model: |
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```python |
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from huggingface_hub import InferenceClient |
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client = InferenceClient( |
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model="TooKeen/neo-blockchain-assistant", # Your model name |
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token="your_token_here" # Your Hugging Face API token |
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) |
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result = client.text_generation("What is blockchain?") |
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print(result) |
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