emailgen-pythia-410m-deduped – AI Model by postbot | AlphaNeural AI

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postbot/
emailgen-pythia-410m-deduped

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0

text-generation

generated_from_trainer

postbot/multi-emails-hq

EleutherAI/pythia-410m-deduped

autotrain_compatible

text-generation-inference

endpoints_compatible

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emailgen-pythia-410m-deduped

This model is a fine-tuned version of EleutherAI/pythia-410m-deduped on email data. It achieves the following results on the evaluation set:

Loss: 2.1018
Accuracy: 0.6157
perplexity: 8.181

Model description

fine-tuned on dataset of emails for 4 epochs
intended use: "text completion" of partially written emails

Usage example

python

from transformers import pipeline

model_tag = "postbot/emailgen-pythia-410m-deduped"
generator = pipeline(
    "text-generation",
    model=model_tag,
)

prompt = """
Hello, 

Following up on the bubblegum shipment."""

result = generator(
    prompt,
)  # generate
print(result[0]["generated_text"])

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	26.65
ARC (25-shot)	27.9
HellaSwag (10-shot)	40.04
MMLU (5-shot)	27.35
TruthfulQA (0-shot)	38.2
Winogrande (5-shot)	52.09
GSM8K (5-shot)	0.0
DROP (3-shot)	0.99