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Boreas 10.7B Step1 by yhavinga

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  Merged Model   Arxiv:2312.15166   Autotrain compatible   Conversational   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/yhavinga/Boreas-10.7B-step1 

Boreas 10.7B Step1 Benchmarks

LLME Score: 0.18603
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Boreas 10.7B Step1 (yhavinga/Boreas-10.7B-step1)

Boreas 10.7B Step1 Parameters and Internals

Model Type 
large language model, upscaled model
Additional Notes 
The model is currently in the first step of continued pre-training. Step 2 continued training is being done, and the result will be another model.
Training Details 
Methodology:
Passthrough merge method and SLERP merge method
LLM NameBoreas 10.7B Step1
Repository 🤗https://huggingface.co/yhavinga/Boreas-10.7B-step1 
Merged ModelYes
Model Size7b
Required VRAM21.5 GB
Updated2025-01-30
Maintaineryhavinga
Model Typemistral
Model Files  4.9 GB: 1-of-5   5.0 GB: 2-of-5   5.0 GB: 3-of-5   5.0 GB: 4-of-5   1.6 GB: 5-of-5
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than yhavinga/Boreas-10.7B-step1.

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Release v20241227
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