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guardrail/
llama-2-7b-guanaco-dolly-8bit-sharded

Name: llama-2-7b-guanaco-dolly-8bit-sharded
Availability: InStock

databricks/databricks-dolly-15k

timdettmers/openassistant-guanaco

apache-2.0

autotrain_compatible

text-generation-inference

endpoints_compatible

4-bit

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Model that is fine-tuned in 4-bit precision using QLoRA on timdettmers/openassistant-guanaco and databricks/databricks-dolly-15k. Sharded as well to be used on a free Google Colab instance.

It can be easily imported using the AutoModelForCausalLM class from transformers:

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained(
          "guardrail/llama-2-7b-guanaco-dolly-8bit-sharded",
          load_in_8bit=True)
tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True)