Llemma 34b
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Llemma 34b
Developed by EleutherAI
Llemma 34B is a language model specialized in the field of mathematics, initialized based on the weights of Code Llama 34B and trained on 50 billion tokens from the Proof-Pile-2 dataset.
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Release Time : 9/27/2023
Model Overview
Llemma is an open mathematical language model focused on mathematical reasoning and computational tasks, excelling in chain-of-thought mathematical reasoning and the use of mathematical computation tools such as Python and formal theorem provers.
Model Features
Mathematical Expertise
Optimized specifically for the field of mathematics, excelling in mathematical reasoning and computational tasks.
Chain-of-Thought Reasoning
Supports complex chain-of-thought reasoning processes, enabling step-by-step solutions to mathematical problems.
Tool Integration
Capable of using mathematical computation tools such as Python and formal theorem provers.
Open Model
Released under an open license, available for both research and commercial use.
Model Capabilities
Mathematical problem-solving
Theorem proving
Mathematical reasoning
Chain-of-thought reasoning
Python code generation
Formal proof
Use Cases
Education
Mathematical Problem Solving
Helps students understand and solve various mathematical problems.
Performs excellently on mathematical test sets like GSM8k.
Math Tutoring
Provides step-by-step guidance for solving mathematical problems.
Demonstrates problem-solving processes through chain-of-thought reasoning.
Research
Mathematical Theorem Proving
Assists mathematical researchers in proving theorems.
Capable of using formal theorem provers.
Mathematical Computation
Performs complex mathematical computation tasks.
Supports computation tools like Python.
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