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Pretergeek
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OpenChat-3.5-0106_10.7B_48Layers-Interleaved

Text Generation
Transformers
Safetensors
mistral
mergekit
Merge
conversational
Eval Results
text-generation-inference
Inference Endpoints
Model card Files Community
2
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  1. README.md +241 -3
  2. added_tokens.json +4 -0
  3. config.json +26 -0
  4. mergekit_config.yml +211 -0
  5. model.safetensors.index.json +1 -0
  6. special_tokens_map.json +27 -0
  7. tokenizer.json +0 -0
  8. tokenizer.model +3 -0
  9. tokenizer_config.json +63 -0
README.md CHANGED
@@ -1,3 +1,241 @@
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- ---
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- license: apache-2.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ base_model:
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+ - openchat/openchat-3.5-0106
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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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+ ---
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+ # Untitled Model (1)
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+
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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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+
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+ ## Merge Details
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+ ### Merge Method
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+
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+ This model was merged using the passthrough merge method.
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+
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+ ### Models Merged
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+
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+ The following models were included in the merge:
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+ * [openchat/openchat-3.5-0106](https://huggingface.co/openchat/openchat-3.5-0106)
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+
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+ ### Configuration
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+
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+ The following YAML configuration was used to produce this model:
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+
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+ ```yaml
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+ slices:
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [0, 2]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [1, 2]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [2, 4]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [3, 4]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [4, 6]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [5, 6]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [6, 8]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [7, 8]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [8, 10]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [9, 10]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [10, 12]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [11, 12]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [12, 14]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [13, 14]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [14, 16]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [15, 16]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [16, 18]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [17, 18]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [18, 20]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [19, 20]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [20, 22]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [21, 22]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [22, 24]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [23, 24]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [24, 26]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [25, 26]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [26, 28]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [27, 28]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [28, 30]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [29, 30]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [30, 32]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [31, 32]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ merge_method: passthrough
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+ dtype: bfloat16
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+
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+ ```
added_tokens.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
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+ {
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+ "<|end_of_turn|>": 32000,
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+ "<|pad_0|>": 32001
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+ }
config.json ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "_name_or_path": "openchat/openchat-3.5-0106",
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+ "architectures": [
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+ "MistralForCausalLM"
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+ ],
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "eos_token_id": 32000,
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+ "hidden_act": "silu",
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+ "hidden_size": 4096,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 14336,
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+ "max_position_embeddings": 8192,
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+ "model_type": "mistral",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 48,
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+ "num_key_value_heads": 8,
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+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 10000.0,
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+ "sliding_window": 4096,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.42.4",
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+ "use_cache": true,
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+ "vocab_size": 32002
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+ }
mergekit_config.yml ADDED
@@ -0,0 +1,211 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ slices:
2
+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [0, 2]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [1, 2]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [2, 4]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [3, 4]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [4, 6]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [5, 6]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [6, 8]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [7, 8]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [8, 10]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [9, 10]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [10, 12]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [11, 12]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [12, 14]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [13, 14]
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+ parameters:
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+ layer_range: [14, 16]
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+ - model: openchat/openchat-3.5-0106
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+ parameters:
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+ parameters:
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+ - filter: down_proj
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [22, 24]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [23, 24]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ - value: 1.0
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [24, 26]
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+ - sources:
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+ parameters:
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+ scale:
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+ layer_range: [26, 28]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [27, 28]
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+ parameters:
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+ scale:
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+ value: 0.0
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [28, 30]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [29, 30]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [30, 32]
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+ - sources:
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+ - model: openchat/openchat-3.5-0106
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+ layer_range: [31, 32]
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+ parameters:
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+ scale:
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+ - filter: o_proj
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+ value: 0.0
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+ - filter: down_proj
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+ value: 0.0
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+ - value: 1.0
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+ merge_method: passthrough
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+ dtype: bfloat16
model.safetensors.index.json ADDED
@@ -0,0 +1 @@
 
 
1
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+ "chat_template": "{{ bos_token }}{% for message in messages %}{{ 'GPT4 Correct ' + message['role'].title() + ': ' + message['content'] + '<|end_of_turn|>'}}{% endfor %}{% if add_generation_prompt %}{{ 'GPT4 Correct Assistant:' }}{% endif %}",
53
+ "clean_up_tokenization_spaces": false,
54
+ "eos_token": "<|end_of_turn|>",
55
+ "legacy": true,
56
+ "model_max_length": 1000000000000000019884624838656,
57
+ "pad_token": null,
58
+ "sp_model_kwargs": {},
59
+ "spaces_between_special_tokens": false,
60
+ "tokenizer_class": "LlamaTokenizer",
61
+ "unk_token": "<unk>",
62
+ "use_default_system_prompt": true
63
+ }