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Ph3merge 14B by allknowingroger

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  Merged Model   Autotrain compatible Base model:failspy/phi-3-mediu... Base model:jpacifico/chocolati...   Conversational   Custom code   Endpoints compatible   Instruct   Model-index   Phi3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/allknowingroger/Ph3merge-14B 

Ph3merge 14B Benchmarks

MMLU Pro: 40.12
GPQA: 11.74
MUSR: 13.28
BBH: 48.88
IFEval: 27.01 vs 88 (so35)-69.3%
MATH Lvl 5: 0.15
LLME Score: 0.28308
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ph3merge 14B (allknowingroger/Ph3merge-14B)

Ph3merge 14B Parameters and Internals

LLM NamePh3merge 14B
Repository 🤗https://huggingface.co/allknowingroger/Ph3merge-14B 
Base Model(s)  ...hocolatine 14B Instruct 4K DPO   ...ium 4K Instruct Abliterated V3   jpacifico/Chocolatine-14B-Instruct-4k-DPO   failspy/Phi-3-medium-4k-instruct-abliterated-v3
Merged ModelYes
Model Size14b
Required VRAM27.3 GB
Updated2025-01-23
Maintainerallknowingroger
Model Typephi3
Instruction-BasedYes
Model Files  4.9 GB: 1-of-6   4.8 GB: 2-of-6   4.8 GB: 3-of-6   4.8 GB: 4-of-6   4.8 GB: 5-of-6   3.2 GB: 6-of-6
Model ArchitecturePhi3ForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.44.1
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typebfloat16

Best Alternatives to Ph3merge 14B

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Context / RAM
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Phi 3 Medium 128K Instruct128K / 28 GB35988376
...ess V2.5 Phi 3 Medium 128K 14B128K / 28 GB70113
Finetuned Phi3 Medium 128K128K / 28 GB180
Shisa V1 Phi3 14B128K / 28 GB192
Mahou 1.2 Phi 14B128K / 28 GB181
...colatine 14B Instruct DPO V1.316K / 29.4 GB160
Phi4 Slerp2 14B16K / 28 GB240
Phi 3 Medium 4K Instruct4K / 28 GB30425215
...colatine 14B Instruct DPO V1.24K / 28 GB908815
Ph3della5 14B4K / 28 GB42630
Note: green Score (e.g. "73.2") means that the model is better than allknowingroger/Ph3merge-14B.

Rank the Ph3merge 14B 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  
Code Generation  
Multi-Language Support and Translation  

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Release v20241227
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