Adapter Alignment-handbook Base model:dual-gpo/zephyr-7b-... Dataset:huggingfaceh4/ultrafee... Dpo Finetuned Generated from trainer License:mit Lora Mistral Peft Region:us Safetensors Tensorboard Trl
Model Card on HF 🤗: https://huggingface.co/lole25/zephyr-7b-gpo-v6-i1
Zephyr 7B Gpo V6 I1 Benchmarks
ARC: 65.61 vs 96.7 (so35)-32.2%
HellaSwag: 85.83 vs 95.3 (gpt4)-9.9%
MMLU: 62.96 vs 88.3 (so35)-28.7%
TruthfulQA: 56.14 vs 59 (gpt4)-4.8%
WinoGrande: 79.56 vs 87.5 (gpt4)-9.1%
GSM8K: 31.84 vs 96.4 (so35)-67%
LLME Score: 0.20882
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)
Zephyr 7B Gpo V6 I1 Parameters and Internals
| LLM Name | Zephyr 7B Gpo V6 I1 |
| Repository 🤗 | https://huggingface.co/lole25/zephyr-7b-gpo-v6-i1 |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 0.7 GB |
| Updated | 2024-07-18 |
| Maintainer | lole25 |
| Model Files | |
| Model Architecture | Adapter |
| License | mit |
| Model Max Length | 2048 |
| Is Biased | none |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | </s> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | k_proj|down_proj|v_proj|up_proj|o_proj|q_proj|gate_proj |
| LoRA Alpha | 128 |
| LoRA Dropout | 0.05 |
| R Param | 128 |
Best Alternatives to Zephyr 7B Gpo V6 I1
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| Qwen Megumin | 0K / 0.1 GB | 13 | 0 |
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| Qwen1.5 7B Chat Sa V0.1 | 0K / 0 GB | 5 | 0 |
| Deepseek Llm 7B Chat Sa V0.1 | 0K / 0 GB | 5 | 0 |
| ... Days Of Sodom LoRA Mistral 7B | 0K / 0.2 GB | 15 | 0 |
| Mistral 7B Instruct Sa V0.1 | 0K / 0 GB | 7 | 0 |
| Glue Sst2 | 0K / 0 GB | 12614 | 1 |
| CodeAstra 7B | 0K / 0 GB | 448 | 9 |
| Llamaduo Synth Ds V0.1 | 0K / 0.2 GB | 51 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than lole25/zephyr-7b-gpo-v6-i1 .
Rank the Zephyr 7B Gpo V6 I1 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227