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coperniq-sales-sft
scientiacapital/coperniq-sales-sft
coperniq-sales-sft is a machine learning model from scientiacapital. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Fine-tuned Qwen2.5-3B-Instruct for MEP contractor sales emails.
Access
Public
Updated Jan 4, 2026
Repo size
166 MB
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Jan 4, 2026
- Updated
- Jan 4, 2026
- SHA
- accccb18
Base models
Model card
From the Hugging Face model README
Coperniq Sales SFT v3
Fine-tuned Qwen2.5-3B-Instruct for MEP contractor sales emails.
Training
- Base Model: unsloth/Qwen2.5-3B-Instruct (3B params)
- Method: LoRA (r=16, alpha=16)
- Examples: 8,558 (Close CRM + Gong + synthetic)
- Steps: 2,000
- Final Loss: 0.43
Data Sources
- 7,879 Close CRM emails
- 575 Gong call transcripts
- 104 synthetic examples
Usage
from unsloth import FastLanguageModel
model, tokenizer = FastLanguageModel.from_pretrained(
"scientiacapital/coperniq-sales-sft",
max_seq_length=2048,
load_in_4bit=True
)
- License
- apache-2.0
- Created
- Jan 4, 2026
- Updated
- Jan 4, 2026