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fred-baseten/
snowflake-lora-r64-2

Name: snowflake-lora-r64-2
Availability: InStock

peft

safetensors

Snowflake/snowflake-arctic-embed-l-v2.0

adapter

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Random LoRA Adapter for Snowflake/snowflake-arctic-embed-l-v2.0

This is a randomly initialized LoRA adapter for testing/benchmarking purposes.

Configuration

Base Model: Snowflake/snowflake-arctic-embed-l-v2.0
LoRA Rank: 64
LoRA Alpha: 64
Scaling Factor: 1.0
Init Scale: 2.0
Dtype: bfloat16
Target Modules: ['value', 'query', 'key', 'dense']

Usage

python

from transformers import AutoModel
from peft import PeftModel

base_model = AutoModel.from_pretrained("Snowflake/snowflake-arctic-embed-l-v2.0", trust_remote_code=True)
model = PeftModel.from_pretrained(base_model, "fred-baseten/snowflake-lora-r64-2")

Note

These weights are randomly initialized and not trained. They are intended for:

Testing LoRA loading pipelines
Benchmarking inference with adapters
Initializing weights before fine-tuning