4-bit Autotrain compatible Bitsandbytes Dataset:adamo1139/rawrr v1 Dpo Endpoints compatible Llama Lora Qlora Region:us Safetensors Unsloth
Yi 34B 200K Rawrr1 LORA DPO Experimental R3 Benchmarks
ARC: 64.85 vs 96.7 (so35)-32.9%
HellaSwag: 84.77 vs 95.3 (gpt4)-11%
MMLU: 76 vs 88.3 (so35)-13.9%
TruthfulQA: 45.35 vs 59 (gpt4)-23.1%
WinoGrande: 83.11 vs 87.5 (gpt4)-5%
GSM8K: 61.64 vs 96.4 (so35)-36.1%
LLME Score: 0.21874
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)
Yi 34B 200K Rawrr1 LORA DPO Experimental R3 Parameters and Internals
| LLM Name | Yi 34B 200K Rawrr1 LORA DPO Experimental R3 |
| Repository 🤗 | https://huggingface.co/adamo1139/Yi-34B-200K-rawrr1-LORA-DPO-experimental-r3 |
| Model Size | 34b |
| Required VRAM | 0.5 GB |
| Updated | 2024-09-07 |
| Maintainer | adamo1139 |
| Model Files | |
| Model Architecture | AutoModelForCausalLM |
| License | apache-2.0 |
| Model Max Length | 200000 |
| Is Biased | none |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | <unk> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | gate_proj|q_proj|o_proj|down_proj|v_proj|up_proj|k_proj |
| LoRA Alpha | 32 |
| LoRA Dropout | 0 |
| R Param | 16 |
Best Alternatives to Yi 34B 200K Rawrr1 LORA DPO Experimental R3
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| Yi 34B Qlora E1 | 0K / 5.8 GB | 701 | 0 |
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| Yi 34B AEZAKMI V1 LoRA | 0K / 0.5 GB | 8 | 1 |
| ... 34B Spicyboros 2 2 Run3 QLoRA | 0K / 0.5 GB | 7 | 1 |
| Yi 34B Spicyboros 3.1 2 LoRA | 0K / 2 GB | 6 | 1 |
| Limarpv3 Yi Llama 34B Lora | 0K / 1 GB | 8 | 9 |
| Yi 34B Spicyboros 3.1 LoRA | 0K / 2 GB | 5 | 4 |
| Yi 34B GiftedConvo | 0K / 5.8 GB | 12 | 2 |
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803