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Llama2 22B Daydreamer V3 by nkpz

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  Autotrain compatible   Endpoints compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/nkpz/llama2-22b-daydreamer-v3 

Llama2 22B Daydreamer V3 Benchmarks

ARC: 56.06 vs 96.7 (so35)-42%
HellaSwag: 80.07 vs 95.3 (gpt4)-16%
MMLU: 52.49 vs 88.3 (so35)-40.6%
TruthfulQA: 42.43 vs 59 (gpt4)-28.1%
WinoGrande: 73.48 vs 87.5 (gpt4)-16%
GSM8K: 3.79 vs 96.4 (so35)-96.1%
LLME Score: 0.16986
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama2 22B Daydreamer V3 (nkpz/llama2-22b-daydreamer-v3)

Llama2 22B Daydreamer V3 Parameters and Internals

Model Type 
Roleplay, Q&A, Instruction Following, Conversational
Use Cases 
Areas:
Roleplay, Instruction following, Conversational applications
Additional Notes 
Model has been enhanced to roleplay and imitate speech styles effectively. Exhibits a dry and accurate response style for informational queries but is also capable of delivering playful responses for casual prompts.
Supported Languages 
English (Proficient)
Training Details 
Data Sources:
Instruction data, Roleplay data, Conversational data, Jondurbin Airoboros GPT4 1.4.1 MPT Dataset excluding coding rows
Hardware Used:
NVIDIA 3090
Input Output 
Accepted Modalities:
Text
LLM NameLlama2 22B Daydreamer V3
Repository 🤗https://huggingface.co/nkpz/llama2-22b-daydreamer-v3 
Model Size22b
Required VRAM43.7 GB
Updated2025-02-16
Maintainernkpz
Model Typellama
Model Files  9.8 GB: 1-of-5   10.0 GB: 2-of-5   9.9 GB: 3-of-5   9.9 GB: 4-of-5   4.1 GB: 5-of-5
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4098
Model Max Length4098
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the Llama2 22B Daydreamer V3

Model
Likes
Downloads
VRAM
Llama2 22B Daydreamer V3 GPT0612 GB
Llama2 22B Daydreamer V3 GGUF22329 GB
Llama2 22B Daydreamer V3 AWQ21612 GB
Llama2 22B Daydreamer V3 GPTQ72112 GB
Llama2 22B Daydreamer V3 GGML6149 GB

Best Alternatives to Llama2 22B Daydreamer V3

Best Alternatives
Context / RAM
Downloads
Likes
Calm3 22B Chat16K / 44.9 GB658073
Calm3 22B RP V216K / 44.9 GB27811
Calm3 22B RP V0.116K / 44.9 GB90
Yousei 22B4K / 44.5 GB16822
Platypus 2 22B Relora4K / 43.7 GB15851
Llama2 22B4K / 43.7 GB160346
Llama2 22B Blocktriangular4K / 43.7 GB16404
Llama2 22B Daydreamer V24K / 43.7 GB212
Llama2 22B Daydreamer V14K / 43.7 GB162
Llama2 22B Empath Alpacagpt44K / 43.7 GB141
Note: green Score (e.g. "73.2") means that the model is better than nkpz/llama2-22b-daydreamer-v3.

Rank the Llama2 22B Daydreamer V3 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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Release v20241227
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