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llama-2-7b-finetuned-adapters
BiniyamAjaw/llama-2-7b-finetuned-adapters
llama-2-7b-finetuned-adapters is a text generation model from BiniyamAjaw. Use it when you need the model to write or continue text. It is set up for peft. The card lists the license as mit.
Model fine tuned with LoRA on an Amharic Corpus of data collected from public telegram channels and groups.
All-time downloads
214
Public
Repo size
10 GB
Likes
4
Public
Repo makeup
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.safetensors10 GB · 100%
At a glance
- Task
- Text Generation
- Library
- peft
- License
- mit
- Access
- Public
- Created
- Feb 3, 2024
- Updated
- Feb 4, 2024
- SHA
- 3df900be
Base models
Datasets
Model card
From the Hugging Face model README
Model Card for Model ID
Model fine tuned with LoRA on an Amharic Corpus of data collected from public telegram channels and groups.
Model Details
Model Description
- Developed by: [Biniyam Ajaw, Elias Assamnew]
- Funded by: [10 Academy]
- Shared by [optional]: [Biniyam Ajaw]
- Model type: [Text Generation]
- Language(s) (NLP): [Amharic - English]
- License: [MIT]
- Finetuned from model [optional]: [NousResearch-Llama2-7B-hf]
Uses
The model is still in development and significantly lacks training data so it might not generate contents the way you want it to.
Downstream Use [optional]
You can fine tune this model on labeled data for a specific domain. To get more pleasing results.
Bias, Risks, and Limitations
The model is highly biased towards generating news content. The model might repeat specific words because it is trained on a cleaned but unfiltered data because of the lack of tokens.
Recommendations
The model is better of if you train it on labeled data if you want it to generate a content.
- PEFT 0.7.2.dev0
- Task
- Text Generation
- Library
- peft
- License
- mit
- Languages
- am
- Created
- Feb 3, 2024
- Updated
- Feb 4, 2024