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Dendrite 22Bchk2 F16 by Envoid

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Dendrite 22Bchk2 F16 is an open-source language model by Envoid. Features: 22b LLM, VRAM: 43.7GB, Context: 4K, Quantized, LLM Explorer Score: 0.09.

  Endpoints compatible   Fp16   Llama   Pytorch   Quantized   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/Envoid/Dendrite-22Bchk2-F16 

Dendrite 22Bchk2 F16 Benchmarks

LLME Score: 0.08522
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dendrite 22Bchk2 F16 (Envoid/Dendrite-22Bchk2-F16)
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Dendrite 22Bchk2 F16 Parameters and Internals

Model Type 
text processing, language model
Additional Notes 
This is an FP-16 version of a checkpoint, suitable for further training or merging.
Training Details 
Data Sources:
hand-selected raw text
Data Volume:
20MB
Methodology:
LoRA (Low-Rank Adaptation)
Training Time:
10 hours
LLM NameDendrite 22Bchk2 F16
Repository 🤗https://huggingface.co/Envoid/Dendrite-22Bchk2-F16 
Model Size22b
Required VRAM43.7 GB
Updated2026-01-27
MaintainerEnvoid
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
Quantization Typefp16
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Envoid/Dendrite-22Bchk2-F16.

Rank the Dendrite 22Bchk2 F16 Capabilities

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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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