What are the hardware requirements for Monika L2 7B V0.9a?

Monika L2 7B V0.9a requires approximately 13.5 GB of VRAM and supports a context window of 4K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Monika L2 7B V0.9a and how large is it?

Monika L2 7B V0.9a is developed by 922-CA, a model with 7b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Monika L2 7B V0.9a?

Monika L2 7B V0.9a is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Monika L2 7B V0.9a by 922-CA — VRAM 13.5GB, 4K context

Name: Monika L2 7B V0.9a
Author: 922-CA

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

Model Card on HF 🤗: https://huggingface.co/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 Name	Monika L2 7B V0.9a
Repository 🤗	https://huggingface.co/922-CA/monika-l2-7b-v0.9a
Model Size	7b
Required VRAM	13.5 GB
Updated	2026-08-11
Maintainer	922-CA
Model Type	llama
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 Architecture	LlamaForCausalLM
License	llama2
Context Length	4096
Model Max Length	4096
Transformers Version	4.31.0
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<s>
End of Sentence Token	</s>
Unk Token	<unk>
Vocabulary Size	32000
Torch Data Type	float16

Rank the Monika L2 7B V0.9a capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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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Note: green Score (e.g. "73.2") means that the model is better than 922-CA/monika-l2-7b-v0.9a.