library_name: transformers
language:
- ko
- en
pipeline_tag: text-generation
Meta-Llama-3-8B-Instruct-keyword_23k-sft-lora
Model Details
Meta-Llama-3-8B-Instruct-keyword_23k-sft-lora is a text generation AI model tailored for news analysis. It excels in extracting key information from news articles, enhancing efficiency in information consumption.
Keyword Extraction: This model accurately identifies essential keywords and phrases within news articles, summarizing their main points. This functionality aids users in quickly understanding article content without extensive reading, particularly valuable in time-sensitive situations.
Advantages:
Efficient Keyword Extraction: Meta-Llama-3-8B-Instruct-keyword_23k-sft-lora excels in efficiently extracting key keywords and phrases from news articles. This capability aids in summarizing the main points of an article, facilitating quick comprehension of its content without extensive reading.
Versatile Application: Suitable for various professionals such as financial analysts, journalists, market researchers, and investors, Meta-Llama-3-8B-Instruct-keyword_23k-sft-lora offers a versatile solution for news analysis. Its adaptability across different sectors ensures broad utility and relevance.
In conclusion, Meta-Llama-3-8B-Instruct-keyword_23k-sft-lora offers a comprehensive solution for efficient news analysis, catering to the needs of professionals across diverse industries.
License
Use of this model requires company approval. Please contact AI@2digit.io. For more details, please refer to the website below: https://2digit.io/#contactus
Dataset
The model was trained on an internal dataset from 2digit, consisting of 15k dataset.
| size | description |
|---|---|
| 23,234 | Human-labeled main and related keyword datasets |
Evaluation
We measured model accuracy through an internal evaluation system.
| task | accuracy | description |
|---|---|---|
| keyword | 0.34 | Extract themes and related companies |