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- .gitattributes +1 -0
- README.md +49 -3
- config.json +30 -0
- mergekit_config.yml +17 -0
- model-00001-of-00142.safetensors +3 -0
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.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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---
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base_model:
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- Sao10K/L3-70B-Euryale-v2.1
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- Bllossom/llama-3-Korean-Bllossom-70B
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library_name: transformers
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tags:
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- mergekit
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- merge
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---
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# merge
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the SLERP merge method.
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### Models Merged
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The following models were included in the merge:
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* [Sao10K/L3-70B-Euryale-v2.1](https://huggingface.co/Sao10K/L3-70B-Euryale-v2.1)
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* [Bllossom/llama-3-Korean-Bllossom-70B](https://huggingface.co/Bllossom/llama-3-Korean-Bllossom-70B)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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slices:
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- sources:
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- model: Sao10K/L3-70B-Euryale-v2.1
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layer_range: [0, 70] # 전체 레이어
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- model: Bllossom/llama-3-Korean-Bllossom-70B
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layer_range: [0, 70] # 전체 레이어
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merge_method: slerp
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base_model: Sao10K/L3-70B-Euryale-v2.1 # 영문 모델을 기반으로
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parameters:
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t:
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- filter: self_attn
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value: [0.5, 0.3, 0.7, 0.9, 1] # 가중치 조정
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- filter: mlp
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value: [1, 0.5, 0.6, 0.4, 0.2]
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- value: 0.5 # 기본값
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dtype: bfloat16
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```
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config.json
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{
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"_name_or_path": "Sao10K/L3-70B-Euryale-v2.1",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 128000,
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"eos_token_id": 128009,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 8192,
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"initializer_range": 0.02,
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"intermediate_size": 28672,
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"max_position_embeddings": 8192,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 64,
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"num_hidden_layers": 70,
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"num_key_value_heads": 8,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 500000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.45.1",
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"use_cache": false,
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"vocab_size": 128256
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}
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mergekit_config.yml
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slices:
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- sources:
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- model: Sao10K/L3-70B-Euryale-v2.1
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layer_range: [0, 70] # 전체 레이어
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+
- model: Bllossom/llama-3-Korean-Bllossom-70B
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layer_range: [0, 70] # 전체 레이어
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merge_method: slerp
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base_model: Sao10K/L3-70B-Euryale-v2.1 # 영문 모델을 기반으로
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parameters:
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t:
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- filter: self_attn
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value: [0.5, 0.3, 0.7, 0.9, 1] # 가중치 조정
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- filter: mlp
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value: [1, 0.5, 0.6, 0.4, 0.2]
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- value: 0.5 # 기본값
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dtype: bfloat16
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