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

Mathmate 7B DELLA ORPO by Haleshot

 »  All LLMs  »  Haleshot  »  Mathmate 7B DELLA ORPO   URL Share it on

  7   
Base model:finetune:haleshot/m... Base model:haleshot/mathmate-7... Dataset:argilla/distilabel-mat...   Finetuned   Llama   Math   Orpo   Preference-learning   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Haleshot/Mathmate-7B-DELLA-ORPO 

Mathmate 7B DELLA ORPO Benchmarks

LLME Score: 0.21238
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mathmate 7B DELLA ORPO (Haleshot/Mathmate-7B-DELLA-ORPO)

Mathmate 7B DELLA ORPO Parameters and Internals

Model Type 
finetuned, math reasoning
Use Cases 
Primary Use Cases:
Mathematical reasoning tasks
Limitations:
May still make mistakes or provide incorrect solutions
Considerations:
Verify the model's output for critical applications or complex problems.
Additional Notes 
This model uses the ORPO technique adapted from DPO for mathematical problem-solving.
Training Details 
Data Sources:
argilla/distilabel-math-preference-dpo
Methodology:
Finetuning with ORPO technique
Input Output 
Input Format:
text prompt
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Increase max_length, adjust temperature for better responses.
LLM NameMathmate 7B DELLA ORPO
Repository 🤗https://huggingface.co/Haleshot/Mathmate-7B-DELLA-ORPO 
Base Model(s)  Haleshot/Mathmate-7B-DELLA   Haleshot/Mathmate-7B-DELLA
Model Size7b
Required VRAM13.8 GB
Updated2025-02-22
MaintainerHaleshot
Model Typellama
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   3.8 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.44.2
Tokenizer ClassLlamaTokenizer
Padding Token<|im_end|>
Vocabulary Size100004
Torch Data Typefloat16

Best Alternatives to Mathmate 7B DELLA ORPO

Best Alternatives
Context / RAM
Downloads
Likes
2 Very Sci Fi1024K / 16.1 GB3170
...1M 1000000ctx AEZAKMI 3 1 17021024K / 13.5 GB231
... Qwen2.5llamaify 7B V23.1 200K195K / 15.2 GB39433
LlamaStock 8B128K / 16.1 GB111
SuperNeuralDreadDevil 8B128K / 16.1 GB541
Yarn Llama 2 7B 128K128K / 13.5 GB642239
LLaMA 7B PoSE YaRN 128K128K / 13.5 GB73
LLaMA 7B PoSE Linear 96K96K / 27 GB92
LLaMA 7B PoSE YaRN 96K96K / 13.5 GB111
Chat Llama2 7B 80K80K / 13.8 GB80
Note: green Score (e.g. "73.2") means that the model is better than Haleshot/Mathmate-7B-DELLA-ORPO.

Rank the Mathmate 7B DELLA ORPO 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? 43470 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