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README.md ADDED
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+ ---
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+ base_model:
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+ - h2oai/h2o-danube3-4b-chat
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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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+ # merge
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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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+ * [h2oai/h2o-danube3-4b-chat](https://huggingface.co/h2oai/h2o-danube3-4b-chat)
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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: h2oai/h2o-danube3-4b-chat
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+ layer_range: [0, 2]
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+ - sources:
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+ - model: h2oai/h2o-danube3-4b-chat
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+ layer_range: [22, 24]
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+ merge_method: passthrough
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+ dtype: float16
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "h2oai/h2o-danube3-4b-chat",
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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": 1,
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+ "eos_token_id": 2,
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+ "head_dim": 120,
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+ "hidden_act": "silu",
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+ "hidden_size": 3840,
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+ "initializer_range": 0.01,
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+ "intermediate_size": 10240,
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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": 32,
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+ "num_hidden_layers": 4,
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+ "num_key_value_heads": 8,
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+ "pad_token_id": 0,
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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": 100000,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.46.3",
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
mergekit_config.yml ADDED
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+ slices:
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+ - sources:
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+ - model: h2oai/h2o-danube3-4b-chat
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+ layer_range: [0, 2]
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+ - sources:
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+ - model: h2oai/h2o-danube3-4b-chat
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+ layer_range: [22, 24]
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+ merge_method: passthrough
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+ dtype: float16
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+ "chat_template": "{% for message in messages %}{% if message['role'] == 'system' %}{{ raise_exception('System role not supported') }}{% endif %}{% if ((message['role'] == 'user') != (loop.index0 % 2 == 0)) or ((message['role'] == 'assistant') != (loop.index0 % 2 == 1)) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '<|prompt|>' + message['content'].strip() + eos_token }}{% elif message['role'] == 'assistant' %}{{ '<|answer|>' + message['content'].strip() + eos_token }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|answer|>' }}{% endif %}",
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