What are the hardware requirements for Occiglot10b?

Occiglot10b requires approximately 6.5 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Occiglot10b and how large is it?

Occiglot10b is developed by johannhartmann, a model with 10b 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 Occiglot10b?

Occiglot10b is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Occiglot10b by johannhartmann — VRAM 6.5GB

Name: Occiglot10b
Author: johannhartmann

Occiglot10b is an open-source language model by johannhartmann. Features: 10b LLM, VRAM: 6.5GB, Instruction-Based, LLM Explorer Score: 0.12.

4-bit Base model:mayflowergmbh/occig... Base model:quantized:mayflower... Bitsandbytes Conversational Endpoints compatible Generated from trainer Instruct Lora Mistral Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/johannhartmann/occiglot10b

Occiglot10b Parameters and Internals

Model Type

MistralForCausalLM

Training Details

Context Length:

2048

LLM Name	Occiglot10b
Repository 🤗	https://huggingface.co/johannhartmann/occiglot10b
Base Model(s)	Occiglot 10B De En Instruct mayflowergmbh/occiglot-10b-de-en-instruct
Model Size	10b
Required VRAM	6.5 GB
Updated	2026-07-08
Maintainer	johannhartmann
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-2 1.5 GB: 2-of-2
Model Architecture	AutoModelForCausalLM
Is Biased	none
Tokenizer Class	LlamaTokenizer
Padding Token	</s>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	down_proj\|o_proj\|v_proj\|up_proj\|gate_proj\|q_proj\|k_proj
LoRA Alpha	32
LoRA Dropout	0.05
R Param	64

Rank the Occiglot10b 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

Best Alternatives to Occiglot10b

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HighSpeedChickenFeed	0K / 20.5 GB	6	0

Note: green Score (e.g. "73.2") means that the model is better than johannhartmann/occiglot10b.