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Model92 by C10X

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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: 0.15.

  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: 0.15424
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Model92 (C10X/model92)
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Model92 Parameters and Internals

LLM NameModel92
Repository 🤗https://huggingface.co/C10X/model92 
Base Model(s)  unsloth/qwen2.5-3b-bnb-4bit   unsloth/qwen2.5-3b-bnb-4bit
Model Size3b
Required VRAM6.8 GB
Updated2024-12-11
MaintainerC10X
Model Typeqwen2
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 Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size151936
Torch Data Typefloat16
Errorsreplace

Best Alternatives to Model92

Best Alternatives
Context / RAM
Downloads
Likes
VibeThinker 3B 8bit128K / 3.3 GB26913
VibeThinker 3B OptiQ 4bit128K / 2.3 GB2152
Qwen2.5 3B Legal Id Sft32K / 6.2 GB7300
...sa Assyifa Putri Legal Chatbot32K / 6.2 GB2080
Legalbot Exp132K / 6.2 GB1870
...wen2.5 Coder 3B Instruct V13.132K / 6.2 GB810
Qwen2.5 3B Indonesian Legal32K / 6.2 GB670
Qwen2.5 3B Alpaca Id32K / 6.2 GB600
...egal Chatbot Qwen3b Sft Merged32K / 6.2 GB720
Qwen Indo SFT32K / 6.2 GB230
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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