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| 1 |
+
---
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| 2 |
+
language:
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| 3 |
+
- en
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| 4 |
+
license: apache-2.0
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| 5 |
+
library_name: transformers
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| 6 |
+
tags:
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| 7 |
+
- role-play
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| 8 |
+
- fine-tuned
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| 9 |
+
- qwen2.5
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| 10 |
+
base_model:
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| 11 |
+
- Qwen/Qwen2.5-14B-Instruct
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| 12 |
+
pipeline_tag: text-generation
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| 13 |
+
model-index:
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| 14 |
+
- name: oxy-1-small
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| 15 |
+
results:
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| 16 |
+
- task:
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| 17 |
+
type: text-generation
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| 18 |
+
name: Text Generation
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| 19 |
+
dataset:
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| 20 |
+
name: IFEval (0-Shot)
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| 21 |
+
type: HuggingFaceH4/ifeval
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| 22 |
+
args:
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| 23 |
+
num_few_shot: 0
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| 24 |
+
metrics:
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| 25 |
+
- type: inst_level_strict_acc and prompt_level_strict_acc
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| 26 |
+
value: 62.45
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| 27 |
+
name: strict accuracy
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| 28 |
+
source:
|
| 29 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=oxyapi/oxy-1-small
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| 30 |
+
name: Open LLM Leaderboard
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| 31 |
+
- task:
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| 32 |
+
type: text-generation
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| 33 |
+
name: Text Generation
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| 34 |
+
dataset:
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| 35 |
+
name: BBH (3-Shot)
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| 36 |
+
type: BBH
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| 37 |
+
args:
|
| 38 |
+
num_few_shot: 3
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| 39 |
+
metrics:
|
| 40 |
+
- type: acc_norm
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| 41 |
+
value: 41.18
|
| 42 |
+
name: normalized accuracy
|
| 43 |
+
source:
|
| 44 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=oxyapi/oxy-1-small
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| 45 |
+
name: Open LLM Leaderboard
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| 46 |
+
- task:
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| 47 |
+
type: text-generation
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| 48 |
+
name: Text Generation
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| 49 |
+
dataset:
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| 50 |
+
name: MATH Lvl 5 (4-Shot)
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| 51 |
+
type: hendrycks/competition_math
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| 52 |
+
args:
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| 53 |
+
num_few_shot: 4
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| 54 |
+
metrics:
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| 55 |
+
- type: exact_match
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| 56 |
+
value: 18.28
|
| 57 |
+
name: exact match
|
| 58 |
+
source:
|
| 59 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=oxyapi/oxy-1-small
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| 60 |
+
name: Open LLM Leaderboard
|
| 61 |
+
- task:
|
| 62 |
+
type: text-generation
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| 63 |
+
name: Text Generation
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| 64 |
+
dataset:
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| 65 |
+
name: GPQA (0-shot)
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| 66 |
+
type: Idavidrein/gpqa
|
| 67 |
+
args:
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| 68 |
+
num_few_shot: 0
|
| 69 |
+
metrics:
|
| 70 |
+
- type: acc_norm
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| 71 |
+
value: 16.22
|
| 72 |
+
name: acc_norm
|
| 73 |
+
source:
|
| 74 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=oxyapi/oxy-1-small
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| 75 |
+
name: Open LLM Leaderboard
|
| 76 |
+
- task:
|
| 77 |
+
type: text-generation
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| 78 |
+
name: Text Generation
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| 79 |
+
dataset:
|
| 80 |
+
name: MuSR (0-shot)
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| 81 |
+
type: TAUR-Lab/MuSR
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| 82 |
+
args:
|
| 83 |
+
num_few_shot: 0
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| 84 |
+
metrics:
|
| 85 |
+
- type: acc_norm
|
| 86 |
+
value: 16.28
|
| 87 |
+
name: acc_norm
|
| 88 |
+
source:
|
| 89 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=oxyapi/oxy-1-small
|
| 90 |
+
name: Open LLM Leaderboard
|
| 91 |
+
- task:
|
| 92 |
+
type: text-generation
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| 93 |
+
name: Text Generation
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| 94 |
+
dataset:
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| 95 |
+
name: MMLU-PRO (5-shot)
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| 96 |
+
type: TIGER-Lab/MMLU-Pro
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| 97 |
+
config: main
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| 98 |
+
split: test
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| 99 |
+
args:
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| 100 |
+
num_few_shot: 5
|
| 101 |
+
metrics:
|
| 102 |
+
- type: acc
|
| 103 |
+
value: 44.45
|
| 104 |
+
name: accuracy
|
| 105 |
+
source:
|
| 106 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=oxyapi/oxy-1-small
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| 107 |
+
name: Open LLM Leaderboard
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| 108 |
+
---
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| 109 |
+
### exl2 quant (measurement.json in main branch)
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| 110 |
+
---
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| 111 |
+
### check revisions for quants
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| 112 |
+
---
|
| 113 |
+
|
| 114 |
+
|
| 115 |
+

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| 116 |
+
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| 117 |
+
## Introduction
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| 118 |
+
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| 119 |
+
**Oxy 1 Small** is a fine-tuned version of the [Qwen/Qwen2.5-14B-Instruct](https://huggingface.co/Qwen/Qwen/Qwen2.5-14B-Instruct) language model, specialized for **role-play** scenarios. Despite its small size, it delivers impressive performance in generating engaging dialogues and interactive storytelling.
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| 120 |
+
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| 121 |
+
Developed by **Oxygen (oxyapi)**, with contributions from **TornadoSoftwares**, Oxy 1 Small aims to provide an accessible and efficient language model for creative and immersive role-play experiences.
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| 122 |
+
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| 123 |
+
## Model Details
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| 124 |
+
|
| 125 |
+
- **Model Name**: Oxy 1 Small
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| 126 |
+
- **Model ID**: [oxyapi/oxy-1-small](https://huggingface.co/oxyapi/oxy-1-small)
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| 127 |
+
- **Base Model**: [Qwen/Qwen2.5-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct)
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| 128 |
+
- **Model Type**: Chat Completions
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| 129 |
+
- **Prompt Format**: ChatML
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| 130 |
+
- **License**: Apache-2.0
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| 131 |
+
- **Language**: English
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| 132 |
+
- **Tokenizer**: [Qwen/Qwen2.5-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct)
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| 133 |
+
- **Max Input Tokens**: 32,768
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| 134 |
+
- **Max Output Tokens**: 8,192
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| 135 |
+
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| 136 |
+
### Features
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| 137 |
+
|
| 138 |
+
- **Fine-tuned for Role-Play**: Specially trained to generate dynamic and contextually rich role-play dialogues.
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| 139 |
+
- **Efficient**: Compact model size allows for faster inference and reduced computational resources.
|
| 140 |
+
- **Parameter Support**:
|
| 141 |
+
- `temperature`
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| 142 |
+
- `top_p`
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| 143 |
+
- `top_k`
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| 144 |
+
- `frequency_penalty`
|
| 145 |
+
- `presence_penalty`
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| 146 |
+
- `max_tokens`
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| 147 |
+
|
| 148 |
+
### Metadata
|
| 149 |
+
|
| 150 |
+
- **Owned by**: Oxygen (oxyapi)
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| 151 |
+
- **Contributors**: TornadoSoftwares
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| 152 |
+
- **Description**: A Qwen/Qwen2.5-14B-Instruct fine-tune for role-play trained on custom datasets
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| 153 |
+
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| 154 |
+
## Usage
|
| 155 |
+
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| 156 |
+
To utilize Oxy 1 Small for text generation in role-play scenarios, you can load the model using the Hugging Face Transformers library:
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| 157 |
+
|
| 158 |
+
```python
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| 159 |
+
from transformers import AutoModelForCausalLM, AutoTokenizer
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| 160 |
+
|
| 161 |
+
tokenizer = AutoTokenizer.from_pretrained("oxyapi/oxy-1-small")
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| 162 |
+
model = AutoModelForCausalLM.from_pretrained("oxyapi/oxy-1-small")
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| 163 |
+
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| 164 |
+
prompt = "You are a wise old wizard in a mystical land. A traveler approaches you seeking advice."
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| 165 |
+
inputs = tokenizer(prompt, return_tensors="pt")
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| 166 |
+
outputs = model.generate(**inputs, max_length=500)
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| 167 |
+
response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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| 168 |
+
print(response)
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| 169 |
+
```
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| 170 |
+
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| 171 |
+
## Performance
|
| 172 |
+
|
| 173 |
+
Performance benchmarks for Oxy 1 Small are not available at this time. Future updates may include detailed evaluations on relevant datasets.
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| 174 |
+
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| 175 |
+
## License
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| 176 |
+
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| 177 |
+
This model is licensed under the [Apache 2.0 License](https://www.apache.org/licenses/LICENSE-2.0).
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| 178 |
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| 179 |
+
## Citation
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| 180 |
+
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| 181 |
+
If you find Oxy 1 Small useful in your research or applications, please cite it as:
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| 182 |
+
|
| 183 |
+
```
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| 184 |
+
@misc{oxy1small2024,
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| 185 |
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title={Oxy 1 Small: A Fine-Tuned Qwen2.5-14B-Instruct Model for Role-Play},
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| 186 |
+
author={Oxygen (oxyapi)},
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| 187 |
+
year={2024},
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| 188 |
+
howpublished={\url{https://huggingface.co/oxyapi/oxy-1-small}},
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| 189 |
+
}
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| 190 |
+
```
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| 191 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
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| 192 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_oxyapi__oxy-1-small)
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| 193 |
+
|
| 194 |
+
| Metric |Value|
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| 195 |
+
|-------------------|----:|
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| 196 |
+
|Avg. |33.14|
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| 197 |
+
|IFEval (0-Shot) |62.45|
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| 198 |
+
|BBH (3-Shot) |41.18|
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| 199 |
+
|MATH Lvl 5 (4-Shot)|18.28|
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| 200 |
+
|GPQA (0-shot) |16.22|
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| 201 |
+
|MuSR (0-shot) |16.28|
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| 202 |
+
|MMLU-PRO (5-shot) |44.45|
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| 203 |
+
|