Monika L2 7B V0.9a by 922-CA

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Monika L2 7B V0.9a is an open-source language model by 922-CA. Features: 7b LLM, VRAM: 13.5GB, Context: 4K, License: llama2, LLM Explorer Score: 0.09.

  Dataset:922-ca/mocha 09212023   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Monika L2 7B V0.9a Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Monika L2 7B V0.9a (922-CA/monika-l2-7b-v0.9a)

Monika L2 7B V0.9a Parameters and Internals

Model Type 
chat
Use Cases 
Primary Use Cases:
Chat, Limited Role Play (RP)
Limitations:
May not perfectly reflect the characteristics of Monika., Outputs may not be aligned or safe.
Additional Notes 
This is still an experimental test model with improvements in coherency and chatting abilities from previous versions.
Training Details 
Data Sources:
https://huggingface.co/datasets/922-CA/lm2_08312023_test4_raw_MoChA_2-t, https://huggingface.co/datasets/922-CA/MoCha_v1
Methodology:
Early fine tunes used to generate a more in-character dataset, followed by manual curation.
LLM NameMonika L2 7B V0.9a
Repository 🤗https://huggingface.co/922-CA/monika-l2-7b-v0.9a 
Model Size7b
Required VRAM13.5 GB
Updated2026-07-21
Maintainer922-CA
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2   10.0 GB: 1-of-2   3.5 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licensellama2
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 922-CA/monika-l2-7b-v0.9a.

Rank the Monika L2 7B V0.9a 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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Release v20260328a