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Umbr0x 1.5B V3.1 16bit 2 by gabrielbosse9

 »  All LLMs  »  gabrielbosse9  »  Umbr0x 1.5B V3.1 16bit 2   URL Share it on

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  16bit   Autotrain compatible Base model:finetune:gabrielbos... Base model:gabrielbosse9/umbr0...   En   Endpoints compatible   Pytorch   Quantized   Qwen2   Region:us   Sft   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/gabrielbosse9/Umbr0x-1.5B-V3.1-16bit-2 

Umbr0x 1.5B V3.1 16bit 2 Benchmarks

LLME Score: 0.24358
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Umbr0x 1.5B V3.1 16bit 2 Parameters and Internals

LLM NameUmbr0x 1.5B V3.1 16bit 2
Repository 🤗https://huggingface.co/gabrielbosse9/Umbr0x-1.5B-V3.1-16bit-2 
Base Model(s)  gabrielbosse9/Umbr0x-1.5B-V3.1-16bit   gabrielbosse9/Umbr0x-1.5B-V3.1-16bit
Model Size1.5b
Required VRAM15.2 GB
Updated2025-04-27
Maintainergabrielbosse9
Model Typeqwen2
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.3 GB: 3-of-4   1.1 GB: 4-of-4
Supported Languagesen
Quantization Type16bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.51.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|vision_pad|>
Vocabulary Size152064
Torch Data Typefloat16
Errorsreplace
Umbr0x 1.5B V3.1 16bit 2 (gabrielbosse9/Umbr0x-1.5B-V3.1-16bit-2)

Best Alternatives to Umbr0x 1.5B V3.1 16bit 2

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Context / RAM
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Likes
...ill Qwen 1.5B Unsloth Bnb 4bit128K / 1.8 GB1369815
... R1 Distill Qwen 1.5B Bnb 4bit128K / 1.6 GB315010
Eval Model128K / 7.1 GB151
DeepSeek R1 ForumNXT128K / 3.5 GB110
Research PathfinderAI128K / 3.5 GB190
...pSeek R1 Distill Qwen 1.5B 500128K / 1.7 GB140
Deep Ft8 Grp 16bit128K / 3.5 GB630
Qwen2 1.5B SFT 16bit Alpha128K / 3.1 GB100
Deep Ft5 Grp 16bit128K / 3.5 GB400
Atlas Flash 1.5B Preview128K / 3.5 GB862
Note: green Score (e.g. "73.2") means that the model is better than gabrielbosse9/Umbr0x-1.5B-V3.1-16bit-2.

Rank the Umbr0x 1.5B V3.1 16bit 2 Capabilities

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Release v20241124
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