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---
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- mlabonne/Marcoro14-7B-slerp
- mlabonne/NeuralBeagle14-7B
---
![1702099593364787.png](https://cdn-uploads.huggingface.co/production/uploads/65d1f383351255ba48a4f831/iWFpAuiEEn6NFQpQLb3s8.png)
# Maverick-7B
This model is a merge of the following models:
* [mlabonne/Marcoro14-7B-slerp](https://huggingface.co/mlabonne/Marcoro14-7B-slerp)
* [mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B)
## 🏆 Evaluation
### TruthfulQA
| Task |Version|Metric|Value | |Stderr|
|-------------|------:|------|-----:|---|-----:|
|truthfulqa_mc| 1|mc1 |0.5165|± |0.0175|
| | |mc2 |0.6661|± |0.0152|
### GPT4ALL
| Task |Version| Metric |Value | |Stderr|
|-------------|------:|--------|-----:|---|-----:|
|arc_challenge| 0|acc |0.6442|± |0.0140|
| | |acc_norm|0.6570|± |0.0139|
|arc_easy | 0|acc |0.8645|± |0.0070|
| | |acc_norm|0.8304|± |0.0077|
|boolq | 1|acc |0.8850|± |0.0056|
|hellaswag | 0|acc |0.6813|± |0.0047|
| | |acc_norm|0.8571|± |0.0035|
|openbookqa | 0|acc |0.3640|± |0.0215|
| | |acc_norm|0.4800|± |0.0224|
|piqa | 0|acc |0.8324|± |0.0087|
| | |acc_norm|0.8460|± |0.0084|
|winogrande | 0|acc |0.7869|± |0.0115|
### AGIEval
| Task |Version| Metric |Value | |Stderr|
|------------------------------|------:|--------|-----:|---|-----:|
|agieval_aqua_rat | 0|acc |0.2717|± |0.0280|
| | |acc_norm|0.2559|± |0.0274|
|agieval_logiqa_en | 0|acc |0.3902|± |0.0191|
| | |acc_norm|0.3856|± |0.0191|
|agieval_lsat_ar | 0|acc |0.2565|± |0.0289|
| | |acc_norm|0.2478|± |0.0285|
|agieval_lsat_lr | 0|acc |0.5118|± |0.0222|
| | |acc_norm|0.5216|± |0.0221|
|agieval_lsat_rc | 0|acc |0.6543|± |0.0291|
| | |acc_norm|0.6506|± |0.0291|
|agieval_sat_en | 0|acc |0.7961|± |0.0281|
| | |acc_norm|0.8010|± |0.0279|
|agieval_sat_en_without_passage| 0|acc |0.4660|± |0.0348|
| | |acc_norm|0.4709|± |0.0349|
|agieval_sat_math | 0|acc |0.3227|± |0.0316|
| | |acc_norm|0.3045|± |0.0311|
### Bigbench
| Task |Version| Metric |Value | |Stderr|
|------------------------------------------------|------:|---------------------|-----:|---|-----:|
|bigbench_causal_judgement | 0|multiple_choice_grade|0.5684|± |0.0360|
|bigbench_date_understanding | 0|multiple_choice_grade|0.6612|± |0.0247|
|bigbench_disambiguation_qa | 0|multiple_choice_grade|0.4380|± |0.0309|
|bigbench_geometric_shapes | 0|multiple_choice_grade|0.2173|± |0.0218|
| | |exact_str_match |0.0000|± |0.0000|
|bigbench_logical_deduction_five_objects | 0|multiple_choice_grade|0.3320|± |0.0211|
|bigbench_logical_deduction_seven_objects | 0|multiple_choice_grade|0.2243|± |0.0158|
|bigbench_logical_deduction_three_objects | 0|multiple_choice_grade|0.5667|± |0.0287|
|bigbench_movie_recommendation | 0|multiple_choice_grade|0.4260|± |0.0221|
|bigbench_navigate | 0|multiple_choice_grade|0.5310|± |0.0158|
|bigbench_reasoning_about_colored_objects | 0|multiple_choice_grade|0.7230|± |0.0100|
|bigbench_ruin_names | 0|multiple_choice_grade|0.5379|± |0.0236|
|bigbench_salient_translation_error_detection | 0|multiple_choice_grade|0.2956|± |0.0145|
|bigbench_snarks | 0|multiple_choice_grade|0.6961|± |0.0343|
|bigbench_sports_understanding | 0|multiple_choice_grade|0.7424|± |0.0139|
|bigbench_temporal_sequences | 0|multiple_choice_grade|0.4690|± |0.0158|
|bigbench_tracking_shuffled_objects_five_objects | 0|multiple_choice_grade|0.2304|± |0.0119|
|bigbench_tracking_shuffled_objects_seven_objects| 0|multiple_choice_grade|0.1880|± |0.0093|
|bigbench_tracking_shuffled_objects_three_objects| 0|multiple_choice_grade|0.5667|± |0.0287|

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slices:
- sources:
- model: mlabonne/Marcoro14-7B-slerp
layer_range: [0, 32]
- model: mlabonne/NeuralBeagle14-7B
layer_range: [0, 32]
merge_method: slerp
base_model: mlabonne/Marcoro14-7B-slerp
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
dtype: bfloat16

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