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BetaMonarch 10.7B by raincandy-u

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BetaMonarch 10.7B is an open-source language model by raincandy-u. Features: 10.7b LLM, VRAM: 21.5GB, Context: 32K, License: apache-2.0, Quantized, Merged, LLM Explorer Score: 0.12.

  Merged Model Base model:abideen/alphamonarc... Base model:quantized:abideen/a...   Conversational   Endpoints compatible   Gguf   Mistral   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/raincandy-u/BetaMonarch-10.7B 

BetaMonarch 10.7B Benchmarks

LLME Score: 0.12289
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
BetaMonarch 10.7B (raincandy-u/BetaMonarch-10.7B)
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BetaMonarch 10.7B Parameters and Internals

Additional Notes 
This model is a merge of pre-trained language models created using mergekit. ## Merge Details ### Merge Method This model was merged using the passthrough merge method. ### Models Merged The following models were included in the merge: * [abideen/AlphaMonarch-dora](https://huggingface.co/abideen/AlphaMonarch-dora) ### Configuration The following YAML configuration was used to produce this model: ```yaml dtype: float16 merge_method: passthrough slices: - sources: - layer_range: [0, 24] model: abideen/AlphaMonarch-dora - sources: - layer_range: [8, 32] model: abideen/AlphaMonarch-dora ```
LLM NameBetaMonarch 10.7B
Repository 🤗https://huggingface.co/raincandy-u/BetaMonarch-10.7B 
Base Model(s)  AlphaMonarch Dora   abideen/AlphaMonarch-dora
Merged ModelYes
Model Size10.7b
Required VRAM21.5 GB
Updated2026-05-21
Maintainerraincandy-u
Model Typemistral
Model Files  8.8 GB   10.0 GB: 1-of-3   10.0 GB: 2-of-3   1.5 GB: 3-of-3
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than raincandy-u/BetaMonarch-10.7B.

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