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Miquella 120B 4.0bpw H6 EXL2 by LoneStriker

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  Autotrain compatible   Endpoints compatible   Exl2   Llama   Merge   Mergekit   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/LoneStriker/miquella-120b-4.0bpw-h6-exl2 

Miquella 120B 4.0bpw H6 EXL2 Benchmarks

LLME Score: 0.17118
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Miquella 120B 4.0bpw H6 EXL2 (LoneStriker/miquella-120b-4.0bpw-h6-exl2)

Miquella 120B 4.0bpw H6 EXL2 Parameters and Internals

Model Type 
pre-trained language model
Additional Notes 
Model has been remade with fixed dequantization of miqu.
LLM NameMiquella 120B 4.0bpw H6 EXL2
Repository 🤗https://huggingface.co/LoneStriker/miquella-120b-4.0bpw-h6-exl2 
Model Size120b
Required VRAM59.4 GB
Updated2024-12-26
MaintainerLoneStriker
Model Typellama
Model Files  8.5 GB: 1-of-7   8.5 GB: 2-of-7   8.5 GB: 3-of-7   8.5 GB: 4-of-7   8.6 GB: 5-of-7   8.6 GB: 6-of-7   8.2 GB: 7-of-7
Quantization Typeexl2
Model ArchitectureLlamaForCausalLM
Context Length32764
Model Max Length32764
Transformers Version4.37.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Miquella 120B 3.0bpw H6 EXL231K / 44.8 GB1010
Miquella 120B 8.0bpw H8 EXL231K / 118.1 GB113
...t 120B Cat A Llama EXL2 5.5bpw8K / 85.3 GB150
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...h LongLORA 120B Rope8 32K Fp164K / 235.4 GB207
...RA 120B Rope8 32K 6bpw H8 EXL24K / 88.7 GB101
...egaDolphin 120B 2.9bpw H6 EXL24K / 44.3 GB183
...gaDolphin 120B 2.65bpw H6 EXL24K / 40.5 GB192
...egaDolphin 120B 4.0bpw H6 EXL24K / 60.8 GB171
Goliath 120B 6.0bpw H6 EXL24K / 88.9 GB161
Note: green Score (e.g. "73.2") means that the model is better than LoneStriker/miquella-120b-4.0bpw-h6-exl2.

Rank the Miquella 120B 4.0bpw H6 EXL2 Capabilities

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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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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