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Openi-llama3.1-8B-WeightedLoss-Asclepius
Chilliwiddit/Openi-llama3.1-8B-WeightedLoss-Asclepius
Openi-llama3.1-8B-WeightedLoss-Asclepius is a summarization model from Chilliwiddit. Use it when you need a shorter version of a longer text. It is set up for peft.
Basically used to summarize text from the Open-i dataset. Duplicated to add a custom handler for Inference Endpoints
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Repo size
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At a glance
- Task
- Summarization
- Library
- peft
- Access
- Public
- Created
- Mar 10, 2026
- Updated
- Mar 16, 2026
- SHA
- 5cfd8948
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Base models
Model card
From the Hugging Face model README
Model Card for Model ID
Basically used to summarize text from the Open-i dataset. Duplicated to add a custom handler for Inference Endpoints
Training Details
Training Data
I used the Open-i dataset
Training Hyperparameters
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Training regime: [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
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16 Mixed Precision
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LR of 0.0-1
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5 Epochs
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lambda medical weight of 0.075 and lambda negation weight of 0.045
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Used 2nd iteration of summary medical concepts file
- Task
- Summarization
- Library
- peft
- Languages
- en
- Created
- Mar 10, 2026
- Updated
- Mar 16, 2026