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---
language:
- en
license: apache-2.0
tags:
- medical
model-index:
- name: Hermes-2-SOLAR-10.7B-Symbolic
results:
- task:
type: text-generation
name: Text Generation
dataset:
name: AI2 Reasoning Challenge (25-Shot)
type: ai2_arc
config: ARC-Challenge
split: test
args:
num_few_shot: 25
metrics:
- type: acc_norm
value: 61.69
name: normalized accuracy
source:
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=jilp00/Hermes-2-SOLAR-10.7B-Symbolic
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: HellaSwag (10-Shot)
type: hellaswag
split: validation
args:
num_few_shot: 10
metrics:
- type: acc_norm
value: 82.57
name: normalized accuracy
source:
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=jilp00/Hermes-2-SOLAR-10.7B-Symbolic
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: MMLU (5-Shot)
type: cais/mmlu
config: all
split: test
args:
num_few_shot: 5
metrics:
- type: acc
value: 65.06
name: accuracy
source:
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=jilp00/Hermes-2-SOLAR-10.7B-Symbolic
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: TruthfulQA (0-shot)
type: truthful_qa
config: multiple_choice
split: validation
args:
num_few_shot: 0
metrics:
- type: mc2
value: 54.85
source:
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=jilp00/Hermes-2-SOLAR-10.7B-Symbolic
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: Winogrande (5-shot)
type: winogrande
config: winogrande_xl
split: validation
args:
num_few_shot: 5
metrics:
- type: acc
value: 80.74
name: accuracy
source:
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=jilp00/Hermes-2-SOLAR-10.7B-Symbolic
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: GSM8k (5-shot)
type: gsm8k
config: main
split: test
args:
num_few_shot: 5
metrics:
- type: acc
value: 13.95
name: accuracy
source:
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=jilp00/Hermes-2-SOLAR-10.7B-Symbolic
name: Open LLM Leaderboard
---
**Hermes-2-SOLAR-10.7B-Symbolic** is a fine-tuned Nous-Hermes-2-SOLAR-10.7B on 93K comprehensive and meticulously curated samples. Each sample was structured to facilitate the model's understanding and generation of complex, hierarchical ICD medical coding system.
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_jilp00__Hermes-2-SOLAR-10.7B-Symbolic)
| Metric |Value|
|---------------------------------|----:|
|Avg. |59.81|
|AI2 Reasoning Challenge (25-Shot)|61.69|
|HellaSwag (10-Shot) |82.57|
|MMLU (5-Shot) |65.06|
|TruthfulQA (0-shot) |54.85|
|Winogrande (5-shot) |80.74|
|GSM8k (5-shot) |13.95|
|