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llama-3.1-70B-nemotron-agent-ja-120B

Text Generation
Transformers
Safetensors
llama
mergekit
Merge
conversational
text-generation-inference
Inference Endpoints
Model card Files Community
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  1. .gitattributes +1 -0
  2. README.md +65 -0
  3. config.json +40 -0
  4. mergekit_config.yml +33 -0
  5. model-00001-of-00050.safetensors +3 -0
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.gitattributes CHANGED
@@ -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
README.md ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ base_model:
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+ - nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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+ - cyberagent/Llama-3.1-70B-Japanese-Instruct-2407
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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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+ # llama-3.1-70B-nemotron-agent-ja-120B
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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 [linear](https://arxiv.org/abs/2203.05482) 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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+ * [nvidia/Llama-3.1-Nemotron-70B-Instruct-HF](https://huggingface.co/nvidia/Llama-3.1-Nemotron-70B-Instruct-HF)
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+ * [cyberagent/Llama-3.1-70B-Japanese-Instruct-2407](https://huggingface.co/cyberagent/Llama-3.1-70B-Japanese-Instruct-2407)
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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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+ merge_method: linear
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+ parameters:
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+ weight: 1.0
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+ slices:
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+ - sources:
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+ - model: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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+ layer_range: [0, 16]
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+ - sources:
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+ - model: cyberagent/Llama-3.1-70B-Japanese-Instruct-2407
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+ layer_range: [8, 24]
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+ - sources:
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+ - model: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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+ layer_range: [17, 32]
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+ - sources:
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+ - model: cyberagent/Llama-3.1-70B-Japanese-Instruct-2407
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+ layer_range: [25, 40]
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+ - sources:
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+ - model: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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+ layer_range: [33, 48]
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+ - sources:
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+ - model: cyberagent/Llama-3.1-70B-Japanese-Instruct-2407
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+ layer_range: [41, 56]
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+ - sources:
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+ - model: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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+ layer_range: [49, 64]
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+ - sources:
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+ - model: cyberagent/Llama-3.1-70B-Japanese-Instruct-2407
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+ layer_range: [57, 72]
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+ - sources:
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+ - model: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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+ layer_range: [65, 80]
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+ dtype: float16
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+ tokenizer_source: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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+
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "nvidia/Llama-3.1-Nemotron-70B-Instruct-HF",
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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": [
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+ 128001,
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+ 128008,
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+ 128009
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+ ],
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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": 131072,
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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": 137,
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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": {
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+ "factor": 8.0,
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+ "high_freq_factor": 4.0,
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+ "low_freq_factor": 1.0,
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+ "original_max_position_embeddings": 8192,
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+ "rope_type": "llama3"
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+ },
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+ "rope_theta": 500000.0,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.45.2",
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+ "use_cache": true,
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+ "vocab_size": 128256
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+ }
mergekit_config.yml ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ merge_method: linear
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+ parameters:
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+ weight: 1.0
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+ slices:
5
+ - sources:
6
+ - model: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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+ layer_range: [0, 16]
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+ - sources:
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+ - model: cyberagent/Llama-3.1-70B-Japanese-Instruct-2407
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+ layer_range: [8, 24]
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+ - sources:
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+ - model: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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+ layer_range: [17, 32]
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+ - sources:
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+ - model: cyberagent/Llama-3.1-70B-Japanese-Instruct-2407
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+ layer_range: [25, 40]
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+ - sources:
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+ - model: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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+ layer_range: [33, 48]
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+ - sources:
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+ - model: cyberagent/Llama-3.1-70B-Japanese-Instruct-2407
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+ layer_range: [41, 56]
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+ - sources:
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+ - model: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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+ layer_range: [49, 64]
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+ - sources:
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+ - model: cyberagent/Llama-3.1-70B-Japanese-Instruct-2407
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+ layer_range: [57, 72]
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+ - sources:
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+ - model: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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+ layer_range: [65, 80]
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+ dtype: float16
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+ tokenizer_source: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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