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language: |
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- en |
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--- |
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# Artemis-Extactor-70B-4bit-gptq-v1 |
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**Artemis-Extactor** models aim to extract entities or attributes based on descriptions from document pages, create retrieval queries for search engine or group extracted entities. |
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## Model Details |
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### Model Description |
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- **Model type:** LLM |
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- **Finetuned from model** [optional]: LAMA-3.1-70b |
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## Inference |
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`*.safetensors` models can be run using transformers lib or vllm inference engine |
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#### Extraction Data |
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Expected input: |
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``` |
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You are an expert in extracting information from document page. |
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Instructions: |
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1. If page does not contain entity, you should answer "Not mentioned". |
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2. If page contains entity, return exact tokens from the pages. |
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3. Provide json valid structure for the result. |
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4. Do not add any comment to the answer - it will make json structure valid. |
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Entity: |
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Entity Name: Company Name |
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Entity Description: Name of the company |
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Entity value: Nokia; Zero Systems |
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Page Text: |
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The company is called Apple. |
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``` |
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Expected Output: |
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``` |
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["Apple"] |
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``` |
