What are the hardware requirements for Model92?

Model92 requires approximately 6.8 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Model92 and how large is it?

Model92 is developed by C10X, a model with 3b 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 Model92?

Model92 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Model92 by C10X — VRAM 6.8GB, 32K context

Name: Model92
Author: C10X

Model92 is an open-source language model by C10X. Features: 3b LLM, VRAM: 6.8GB, Context: 32K, License: apache-2.0, Quantized, LLM Explorer Score: 0.16.

4bit Autotrain compatible En Endpoints compatible Pytorch Quantized Qwen2 Region:us Safetensors Sft Sharded Tensorflow Trl Unsloth

Model Card on HF 🤗: https://huggingface.co/C10X/model92

Model92 Benchmarks

LLME Score: 0.15874

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

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Model92 Parameters and Internals

LLM Name	Model92
Repository 🤗	https://huggingface.co/C10X/model92
Base Model(s)	unsloth/qwen2.5-3b-bnb-4bit unsloth/qwen2.5-3b-bnb-4bit
Model Size	3b
Required VRAM	6.8 GB
Updated	2024-12-11
Maintainer	C10X
Model Type	qwen2
Model Files	5.0 GB: 1-of-2 1.8 GB: 2-of-2 5.0 GB: 1-of-2 1.8 GB: 2-of-2
Supported Languages	en
Quantization Type	4bit
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.44.2
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|PAD_TOKEN\|>
Vocabulary Size	151936
Torch Data Type	float16
Errors	replace

Best Alternatives to Model92

Best Alternatives	Context / RAM	Downloads	Likes
...5 3B Instruct Unsloth Bnb 4bit	32K / 2.4 GB	153672	7
TethysAI Base Reasoning	32K / 6.2 GB	55	0
Kyro N1 3B	32K / 6.2 GB	12	12
Athena 1 3B	32K / 6.2 GB	3	1
Qwen2.5 3B Reasoner	32K / 6.2 GB	13	0
QwQ LCoT 3B Instruct	32K / 6.2 GB	23	5
Test StealthThinker	32K / 6.2 GB	13	0
Qwen2.5 3B Unsloth Bnb 4bit	32K / 2.6 GB	21941	0
Qwen2.5 3B Instruct Bnb 4bit	32K / 2 GB	99420	14
...2.5 Coder 3B Instruct Bnb 4bit	32K / 2 GB	21356	7

Note: green Score (e.g. "73.2") means that the model is better than C10X/model92.

Rank the Model92 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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Model92 by C10X

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Model92 Benchmarks

Model92 Parameters and Internals

Best Alternatives to Model92

Rank the Model92 Capabilities

What open-source LLMs or SLMs are you in search of? 53999 in total.