Mistral 7B OpenOrca Lora Benchmarks
ARC: 61.95 vs 96.7 (so35)-35.9%
HellaSwag: 83.62 vs 95.3 (gpt4)-12.3%
MMLU: 64.16 vs 88.3 (so35)-27.3%
TruthfulQA: 42.74 vs 59 (gpt4)-27.6%
WinoGrande: 79.08 vs 87.5 (gpt4)-9.6%
GSM8K: 17.29 vs 96.4 (so35)-82.1%
LLME Score: 0.20385
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)
Mistral 7B OpenOrca Lora Parameters and Internals
| LLM Name | Mistral 7B OpenOrca Lora |
| Repository 🤗 | https://huggingface.co/uukuguy/Mistral-7B-OpenOrca-lora |
| Model Size | 7b |
| Required VRAM | 0.3 GB |
| Updated | 2024-09-07 |
| Maintainer | uukuguy |
| Model Files | |
| Supported Languages | en |
| Model Architecture | Adapter |
| License | llama2 |
| Is Biased | none |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | down_proj|k_proj|q_proj|up_proj|gate_proj|o_proj|v_proj |
| LoRA Alpha | 16 |
| LoRA Dropout | 0.05 |
| R Param | 64 |
Best Alternatives to Mistral 7B OpenOrca Lora
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| CodeAstra 7B | 0K / 0 GB | 451 | 6 |
| Qwen1.5 7B Chat Sa V0.1 | 0K / 0 GB | 5 | 0 |
| ...Sql Flash Attention 2 Dataeval | 0K / 1.9 GB | 123 | 2 |
| Deepseek Llm 7B Chat Sa V0.1 | 0K / 0 GB | 5 | 0 |
| ...eze Embed Tokens Q V Proj Lora | 0K / 0.1 GB | 3 | 1 |
| Llamaduo Synth Ds V0.1 | 0K / 0.2 GB | 2 | 1 |
| Storytell | 0K / 0 GB | 6 | 0 |
| Lora Adapted Mistral 7B | 0K / 0 GB | 50 | 0 |
| Zephyr 7B Gpo V5 I1 | 0K / 0.7 GB | 6 | 0 |
| Zephyr 7B Gpo V6 I1 | 0K / 0.7 GB | 5 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than uukuguy/Mistral-7B-OpenOrca-lora .
Rank the Mistral 7B OpenOrca Lora Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803