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Model: suayptalha/Lix-14B-v0.1
Source: Original Platform

README.md

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+---
+language:
+- en
+license: apache-2.0
+library_name: transformers
+tags:
+- mergekit
+- merge
+base_model:
+- sthenno-com/miscii-14b-0218
+- wanlige/li-14b-v0.4-slerp0.1
+- wanlige/li-14b-v0.4
+pipeline_tag: text-generation
+model-index:
+- name: Lix-14B-v0.1
+  results:
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: IFEval (0-Shot)
+      type: HuggingFaceH4/ifeval
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: inst_level_strict_acc and prompt_level_strict_acc
+      value: 78.13
+      name: strict accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Lix-14B-v0.1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: BBH (3-Shot)
+      type: BBH
+      args:
+        num_few_shot: 3
+    metrics:
+    - type: acc_norm
+      value: 51.47
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Lix-14B-v0.1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MATH Lvl 5 (4-Shot)
+      type: hendrycks/competition_math
+      args:
+        num_few_shot: 4
+    metrics:
+    - type: exact_match
+      value: 52.95
+      name: exact match
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Lix-14B-v0.1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: GPQA (0-shot)
+      type: Idavidrein/gpqa
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: acc_norm
+      value: 16.0
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Lix-14B-v0.1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MuSR (0-shot)
+      type: TAUR-Lab/MuSR
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: acc_norm
+      value: 13.42
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Lix-14B-v0.1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MMLU-PRO (5-shot)
+      type: TIGER-Lab/MMLU-Pro
+      config: main
+      split: test
+      args:
+        num_few_shot: 5
+    metrics:
+    - type: acc
+      value: 47.94
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Lix-14B-v0.1
+      name: Open LLM Leaderboard
+---
+# Merged Model
+
+> [!TIP] This model is currently ranked #3 among the models up to 15B parameters and #59 among all models on the [Open LLM Leaderboard](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard).
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [wanlige/li-14b-v0.4](https://huggingface.co/wanlige/li-14b-v0.4) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [sthenno-com/miscii-14b-0218](https://huggingface.co/sthenno-com/miscii-14b-0218)
+* [wanlige/li-14b-v0.4-slerp0.1](https://huggingface.co/wanlige/li-14b-v0.4-slerp0.1)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+name:                Lix-14B-v0.1
+merge_method:        model_stock
+base_model:          wanlige/li-14b-v0.4
+tokenizer_source:    base
+dtype:               bfloat16
+out_dtype:           bfloat16
+parameters:
+  int8_mask:         true
+  normalize:         true
+  rescale:           false
+models:
+  - model:           wanlige/li-14b-v0.4-slerp0.1
+  - model:           sthenno-com/miscii-14b-0218
+```
+# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
+Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/suayptalha__Lix-14B-v0.1-details)
+
+|      Metric       |Value|
+|-------------------|----:|
+|Avg.               |43.32|
+|IFEval (0-Shot)    |78.13|
+|BBH (3-Shot)       |51.47|
+|MATH Lvl 5 (4-Shot)|52.95|
+|GPQA (0-shot)      |16.00|
+|MuSR (0-shot)      |13.42|
+|MMLU-PRO (5-shot)  |47.94|
+
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