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MXLewd L2 20B by Undi95

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  2056   
  Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Undi95/MXLewd-L2-20B 

MXLewd L2 20B Benchmarks

ARC: 63.23 vs 96.7 (so35)-34.6%
HellaSwag: 85.33 vs 95.3 (gpt4)-10.5%
MMLU: 57.36 vs 88.3 (so35)-35%
TruthfulQA: 51.65 vs 59 (gpt4)-12.5%
WinoGrande: 76.09 vs 87.5 (gpt4)-13%
GSM8K: 10.92 vs 96.4 (so35)-88.7%
LLME Score: 0.1771
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MXLewd L2 20B (Undi95/MXLewd-L2-20B)

MXLewd L2 20B Parameters and Internals

Model Type 
Text Generation
Additional Notes 
This model consists of a merge of several other models, utilizing different ratios and parts. It is benchmarked on several datasets with varying shot numbers.
Supported Languages 
English (Proficient)
Input Output 
Input Format:
Alpaca Prompt
Accepted Modalities:
text
Output Format:
text
LLM NameMXLewd L2 20B
Repository 🤗https://huggingface.co/Undi95/MXLewd-L2-20B 
Model Size20b
Required VRAM40.7 GB
Updated2025-02-22
MaintainerUndi95
Model Typellama
Model Files  10.3 GB: 1-of-5   10.0 GB: 2-of-5   10.0 GB: 3-of-5   9.7 GB: 4-of-5   0.7 GB: 5-of-5
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length4096
Model Max Length4096
Transformers Version4.33.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the MXLewd L2 20B

Model
Likes
Downloads
VRAM
MXLewd L2 20B GGUF2711608 GB
MXLewd L2 20B GPTQ95010 GB
MXLewd L2 20B AWQ32110 GB

Best Alternatives to MXLewd L2 20B

Best Alternatives
Context / RAM
Downloads
Likes
Internlm2 5 20B Llamafied256K / 39.9 GB1303
Internlm2 20B Llama32K / 39.6 GB174820
Stellaris Internlm2 20B R51232K / 39.8 GB133
Internlm2 Base 20B Llama32K / 39.6 GB233
Internlm2 Chat 20B Llama Old32K / 39.6 GB183
Internlm2 Base 20B Llama32K / 39.6 GB140
Deita 20B32K / 39.8 GB491
Bagel 20B V04 Llama32K / 39.6 GB147
Bagel DPO 20B V04 Llama32K / 39.6 GB173
Internlm2 Limarp Chat 20B32K / 39.6 GB122
Note: green Score (e.g. "73.2") means that the model is better than Undi95/MXLewd-L2-20B.

Rank the MXLewd L2 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  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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