LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Internlm2 Math 20B by internlm

 »  All LLMs  »  internlm  »  Internlm2 Math 20B   URL Share it on

  68   
  Autotrain compatible   Conversational   Custom code   En   Internlm2   Math   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/internlm/internlm2-math-20b 

Internlm2 Math 20B Benchmarks

LLME Score: 0.16966
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Internlm2 Math 20B (internlm/internlm2-math-20b)

Internlm2 Math 20B Parameters and Internals

Model Type 
math reasoning, text generation
Use Cases 
Areas:
Bilingual Math, Math reasoning, Verification
Applications:
Math problem solving, Math theorem proving, Mathematical chain-of-thought verification, Lean code use
Primary Use Cases:
Math problem solving and theorem proving, Generating Lean code for simple reasoning tasks, Outcome, process, and Lean reward modeling
Limitations:
Jumping calculation steps, Performance variance in some contexts, Tendency to generate code for Chinese problems, Some Lean capabilities limited to GSM8K-like problems
Additional Notes 
The model integrates Lean language support, leveraging it for GSM8K and similar reasoning tests.
Supported Languages 
en (high), zh (high)
Training Details 
Data Sources:
InternLM2-Base, ~100B Math-related tokens, ~2M bilingual supervised data
Data Volume:
100 billion tokens
Methodology:
Continued pretraining and fine-tuning with specialized techniques such as minhash and exact number match to decontaminate possible test set leakage
Input Output 
Input Format:
Text input expected
Accepted Modalities:
text
Output Format:
Text
Performance Tips:
Use prompt instructions correctly for optimal results.
Release Notes 
Version:
InternLM2-Math-Base-7B
Date:
2024-01-23
Notes:
Pretrained checkpoint release.
Version:
InternLM2-Math-7B
Date:
2024-01-23
Notes:
SFT checkpoint release.
LLM NameInternlm2 Math 20B
Repository 🤗https://huggingface.co/internlm/internlm2-math-20b 
Model Size20b
Required VRAM39.7 GB
Updated2025-01-16
Maintainerinternlm
Model Typeinternlm2
Model Files  1.9 GB: 1-of-21   1.9 GB: 2-of-21   2.0 GB: 3-of-21   1.9 GB: 4-of-21   2.0 GB: 5-of-21   1.9 GB: 6-of-21   2.0 GB: 7-of-21   1.9 GB: 8-of-21   2.0 GB: 9-of-21   1.9 GB: 10-of-21   2.0 GB: 11-of-21   1.9 GB: 12-of-21   2.0 GB: 13-of-21   1.9 GB: 14-of-21   2.0 GB: 15-of-21   1.9 GB: 16-of-21   2.0 GB: 17-of-21   1.9 GB: 18-of-21   2.0 GB: 19-of-21   1.6 GB: 20-of-21   1.1 GB: 21-of-21
Supported Languagesen zh
Model ArchitectureInternLM2ForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.35.2
Is Biased0
Tokenizer ClassInternLM2Tokenizer
Padding Token</s>
Vocabulary Size92544
Torch Data Typebfloat16

Quantized Models of the Internlm2 Math 20B

Model
Likes
Downloads
VRAM
Internlm2 Math 20B AWQ01312 GB

Best Alternatives to Internlm2 Math 20B

Best Alternatives
Context / RAM
Downloads
Likes
Internlm2 5 20B256K / 39.7 GB62716
Internlm2 5 20B Chat32K / 39.7 GB489189
Internlm2 20B32K / 39.7 GB708454
...ternlm2 5 20B Chat Abliterated32K / 39.7 GB243
Internlm2 Chat 20B32K / 39.7 GB408087
Internlm Chatbode 20B32K / 39.8 GB4580
Internlm2 Base 20B32K / 39.7 GB30648
ChemLLM 20B Chat DPO32K / 40.6 GB328
ChemLLM 20B Chat SFT32K / 40.6 GB332
Internlm2 Chat 20B ExPO32K / 39.8 GB81
Note: green Score (e.g. "73.2") means that the model is better than internlm/internlm2-math-20b.

Rank the Internlm2 Math 20B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

What open-source LLMs or SLMs are you in search of? 41470 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer