4-bit Adapter Base model:adapter:nousresearc... Base model:nousresearch/llama-... Bitsandbytes Finetuned Llama Lora Peft Region:us
EverythingLM 13B V3 Peft Benchmarks
ARC: 58.36 vs 96.7 (so35)-39.6%
HellaSwag: 81.03 vs 95.3 (gpt4)-15%
MMLU: 54.7 vs 88.3 (so35)-38.1%
TruthfulQA: 52.98 vs 59 (gpt4)-10.2%
WinoGrande: 72.85 vs 87.5 (gpt4)-16.7%
GSM8K: 5.53 vs 96.4 (so35)-94.3%
LLME Score: 0.17326
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
EverythingLM 13B V3 Peft Parameters and Internals
| LLM Name | EverythingLM 13B V3 Peft |
| Repository 🤗 | https://huggingface.co/totally-not-an-llm/EverythingLM-13b-V3-peft |
| Base Model(s) | |
| Model Size | 13b |
| Required VRAM | 0.5 GB |
| Updated | 2024-10-18 |
| Maintainer | totally-not-an-llm |
| Model Files | |
| Model Architecture | Adapter |
| Is Biased | none |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | <unk> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | q_proj|k_proj|o_proj|gate_proj|up_proj|v_proj|down_proj |
| LoRA Alpha | 16 |
| LoRA Dropout | 0.05 |
| R Param | 32 |
Best Alternatives to EverythingLM 13B V3 Peft
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| LLaMA2 13B Stop Hate | 0K / 0.5 GB | 77 | 1 |
| ...10 2024 06 23 06 24 24 3558635 | 0K / 0.8 GB | 6 | 0 |
| ...10 2024 06 22 21 11 23 3558624 | 0K / 0.8 GB | 6 | 0 |
| Llama 2 13b Vacancies Lora | 0K / 0.1 GB | 0 | 1 |
| Llama2 13B Qlora Openassistant | 0K / 0.3 GB | 18 | 1 |
| ...ation Llama2 13b Climate Fever | 0K / 26 GB | 2 | 1 |
| Typescript Instruct 20K V4 | 0K / 26 GB | 3 | 1 |
| Llama 2 13B Chat Es | 0K / 0.2 GB | 136 | 1 |
| Llama 2 13B Chat Fr | 0K / 0.2 GB | 72 | 0 |
| Toxicqa Llama2 13B Lora | 0K / 2 GB | 2 | 2 |
Note: green Score (e.g. "73.2") means that the model is better than totally-not-an-llm/EverythingLM-13b-V3-peft .
Rank the EverythingLM 13B V3 Peft Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803