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L3.1 Purosani 2 8B by djuna

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  Merged Model   Autotrain compatible Base model:arcee-ai/llama-3.1-... Base model:blackroot/llama-3-8...   Base model:djuna/l3.1-forsths Base model:djuna/l3.1-suze-vum... Base model:grimjim/llama-3-ins... Base model:hf-100/llama-3-spel... Base model:resplendentai/smart... Base model:thudm/longwriter-ll... Base model:unsloth/meta-llama-...   Conversational   Endpoints compatible   Instruct   Llama   Lora   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/djuna/L3.1-Purosani-2-8B 

L3.1 Purosani 2 8B Benchmarks

MMLU Pro: 30.57
GPQA: 6.82
MUSR: 8.3
BBH: 31.39
IFEval: 49.88 vs 88 (so35)-43.3%
MATH Lvl 5: 11.71
LLME Score: 0.28618
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
L3.1 Purosani 2 8B (djuna/L3.1-Purosani-2-8B)

L3.1 Purosani 2 8B Parameters and Internals

Model Type 
transformers
Additional Notes 
This is a merge of pre-trained language models created using the della_linear merge method with int8_mask, epsilon: 0.1 and lambda: 1.0 parameters.
LLM NameL3.1 Purosani 2 8B
Repository 🤗https://huggingface.co/djuna/L3.1-Purosani-2-8B 
Base Model(s)  hf-100/Llama-3-Spellbound-Instruct-8B-0.3   unsloth/Meta-Llama-3.1-8B   arcee-ai/Llama-3.1-SuperNova-Lite   ... Instruct Abliteration LoRA 8B   THUDM/LongWriter-llama3.1-8b   Smarts Llama3   djuna/L3.1-Suze-Vume-2-calc   djuna/L3.1-ForStHS   Llama 3 8B Abomination LORA   hf-100/Llama-3-Spellbound-Instruct-8B-0.3   unsloth/Meta-Llama-3.1-8B   arcee-ai/Llama-3.1-SuperNova-Lite   grimjim/Llama-3-Instruct-abliteration-LoRA-8B   THUDM/LongWriter-llama3.1-8b   ResplendentAI/Smarts_Llama3   djuna/L3.1-Suze-Vume-2-calc   djuna/L3.1-ForStHS   Blackroot/Llama-3-8B-Abomination-LORA
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainerdjuna
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
Model ArchitectureLlamaForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.44.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
LoRA ModelYes
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than djuna/L3.1-Purosani-2-8B.

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Instruction Following and Task Automation  
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Release v20241227
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