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stablelm-base-alpha-3b-sharded – AI Model by ethzanalytics | AlphaNeural AI

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ethzanalytics/
stablelm-base-alpha-3b-sharded

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text-generation

autotrain_compatible

text-generation-inference

endpoints_compatible

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StableLM-Base-Alpha: sharded checkpoint

This is a sharded checkpoint (with ~2GB shards) of the model. Refer to the original model for all details.

Basic Usage

install transformers, accelerate, and bitsandbytes.

pip install -U -q transformers bitsandbytes accelerate

Load the model in 8bit, then run inference:

python

from transformers import AutoTokenizer, AutoModelForCausalLM

model_name = "ethzanalytics/stablelm-base-alpha-3b-sharded"
tokenizer = AutoTokenizer.from_pretrained(model_name)

model = AutoModelForCausalLM.from_pretrained(model_name, load_in_8bit=True)