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Model: vonjack/SmolLM2-360M-Merged
Source: Original Platform

.gitattributes

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README.md

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+---
+library_name: transformers
+tags:
+- mergekit
+- merge
+base_model:
+- HuggingFaceTB/SmolLM2-360M
+- HuggingFaceTB/SmolLM2-360M-Instruct
+model-index:
+- name: SmolLM2-360M-Merged
+  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: 32.06
+      name: strict accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vonjack/SmolLM2-360M-Merged
+      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: 4.74
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vonjack/SmolLM2-360M-Merged
+      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: 0.76
+      name: exact match
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vonjack/SmolLM2-360M-Merged
+      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: 0.78
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vonjack/SmolLM2-360M-Merged
+      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: 3.36
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vonjack/SmolLM2-360M-Merged
+      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: 1.09
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vonjack/SmolLM2-360M-Merged
+      name: Open LLM Leaderboard
+---
+# SmolLM2-360M-Merged
+
+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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [HuggingFaceTB/SmolLM2-360M](https://huggingface.co/HuggingFaceTB/SmolLM2-360M) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [HuggingFaceTB/SmolLM2-360M-Instruct](https://huggingface.co/HuggingFaceTB/SmolLM2-360M-Instruct)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: HuggingFaceTB/SmolLM2-360M-Instruct
+    parameters:
+      weight: 1
+merge_method: ties
+base_model: HuggingFaceTB/SmolLM2-360M
+parameters:
+  normalize: true
+  int8_mask: true
+dtype: bfloat16
+```
+
+# [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/details_vonjack__SmolLM2-360M-Merged)
+
+|      Metric       |Value|
+|-------------------|----:|
+|Avg.               | 7.13|
+|IFEval (0-Shot)    |32.06|
+|BBH (3-Shot)       | 4.74|
+|MATH Lvl 5 (4-Shot)| 0.76|
+|GPQA (0-shot)      | 0.78|
+|MuSR (0-shot)      | 3.36|
+|MMLU-PRO (5-shot)  | 1.09|
+

SmolLM2-360M-Merged-Q8_0.gguf

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config.json

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+{
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+  "tie_word_embeddings": true,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.46.0",
+  "use_cache": true,
+  "vocab_size": 49152
+}

mergekit_config.yml

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+models:
+  - model: HuggingFaceTB/SmolLM2-360M-Instruct
+    parameters:
+      weight: 1
+merge_method: ties
+base_model: HuggingFaceTB/SmolLM2-360M
+parameters:
+  normalize: true
+  int8_mask: true
+dtype: bfloat16

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