FelixChao/vicuna-7B-chemical

Model Card for Model ID

This modelcard aims to be a base template for new models. It has been generated using this raw template.

Model Details

Model Description

This model is currently under testing. It can answer some basic chemical questions and is better than the base-sharded model.

Through some chemical reactions, it can clearly understand the reactant and corresponding products. (For most, it is correct😅)

Just have fun testing it, and ask some interesting questions!!

• Developed by: FelixChao
• Shared by [optional]: CleverShovel/vicuna-7b-v1.3-sharded-bf16
• Finetuned from model [optional]: CleverShovel/vicuna-7b-v1.3-sharded-bf16

How to Get Started with the Model

Use the code below to get started with the model.

For Pipeline

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="FelixChao/vicuna-7B-chemical")

For Model_Loading

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("FelixChao/vicuna-7B-chemical")
model = AutoModelForCausalLM.from_pretrained("FelixChao/vicuna-7B-chemical")

Training Details

Training Data

[More Information Needed]

Training Procedure

Preprocessing [optional]

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Training Hyperparameters

• Training regime: [More Information Needed]

Speeds, Sizes, Times [optional]

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Evaluation

Testing Data, Factors & Metrics

Testing Data

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Factors

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Metrics

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Results

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Summary

Model Examination [optional]

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Environmental Impact

Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).

• Hardware Type: [More Information Needed]
• Hours used: [More Information Needed]
• Cloud Provider: [More Information Needed]
• Compute Region: [More Information Needed]
• Carbon Emitted: [More Information Needed]

Technical Specifications [optional]

Model Architecture and Objective

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Compute Infrastructure

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Hardware

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Software

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Citation [optional]

BibTeX:

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APA:

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Glossary [optional]

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Model Card Authors [optional]

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Model Card Contact

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