Mistral7B MatheoAI8 Lora by KakaoL0L

 ยป  All LLMs  ยป  KakaoL0L  ยป  Mistral7B MatheoAI8 Lora   URL Share it on

  4bit   Autotrain compatible Base model:finetune:unsloth/mi... Base model:unsloth/mistral-7b-...   Conversational   En   Endpoints compatible   Instruct   Lora   Mistral   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth

Mistral7B MatheoAI8 Lora Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral7B MatheoAI8 Lora Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
This model was trained faster using Unsloth and Huggingface's TRL library.
Supported Languages 
en (NA)
Training Details 
Training Time:
2x faster
LLM NameMistral7B MatheoAI8 Lora
Repository ๐Ÿค—https://huggingface.co/KakaoL0L/Mistral7B_MatheoAI8_lora 
Base Model(s)  unsloth/mistral-7b-instruct-v0.2-bnb-4bit   unsloth/mistral-7b-instruct-v0.2-bnb-4bit
Model Size7b
Required VRAM14.4 GB
Updated2024-11-24
MaintainerKakaoL0L
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
LoRA ModelYes
Torch Data Typebfloat16
Mistral7B MatheoAI8 Lora (KakaoL0L/Mistral7B_MatheoAI8_lora)

Best Alternatives to Mistral7B MatheoAI8 Lora

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB2078524
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB13075215
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB2272511
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB4671
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1702731
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB131
...struct V0.3 LoRA Finetune 4Bit32K / 4.1 GB1150
Mistral Turkish V232K / 14.4 GB29846
Minirewrite32K / 15.8 GB80
Note: green Score (e.g. "73.2") means that the model is better than KakaoL0L/Mistral7B_MatheoAI8_lora.

Rank the Mistral7B MatheoAI8 Lora Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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? 38311 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110