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Llama 3 Orpo V1 Merged 16bit by BarraHome

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  Merged Model   32k   4bit   Autotrain compatible Base model:finetune:unsloth/ll... Base model:unsloth/llama-3-8b-...   Conversational   En   Endpoints compatible   Instruct   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth

Llama 3 Orpo V1 Merged 16bit Benchmarks

ARC: 23.29 vs 96.7 (so35)-75.9%
HellaSwag: 41.14 vs 95.3 (gpt4)-56.8%
MMLU: 24.59 vs 88.3 (so35)-72.2%
TruthfulQA: 40.92 vs 59 (gpt4)-30.6%
WinoGrande: 52.72 vs 87.5 (gpt4)-39.7%
LLME Score: 0.25868
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Llama 3 Orpo V1 Merged 16bit Parameters and Internals

LLM NameLlama 3 Orpo V1 Merged 16bit
Repository 🤗https://huggingface.co/BarraHome/llama-3-orpo-v1-merged_16bit 
Base Model(s)  Llama 3 8B Instruct Bnb 4bit   unsloth/llama-3-8b-Instruct-bnb-4bit
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2024-09-16
MaintainerBarraHome
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16
Llama 3 Orpo V1 Merged 16bit (BarraHome/llama-3-orpo-v1-merged_16bit)

Best Alternatives to Llama 3 Orpo V1 Merged 16bit

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...B Instruct Gradient 1048K 4bit1024K / 4.5 GB22
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB51
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB72
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB60
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB525
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB216
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB13
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB01
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB11
...B Instruct 262k V2 EXL2 8.0bpw256K / 8.4 GB60

Rank the Llama 3 Orpo V1 Merged 16bit Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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