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README.md ADDED
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+ ---
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+ language:
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+ - fi
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+ license: apache-2.0
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+ tags:
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+ - text-generation-inference
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+ - transformers
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+ - unsloth
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+ - llama
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+ - trl
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+ - sft
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+ base_model: LumiOpen/Viking-7B
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+ datasets:
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+ - mpasila/Finnish-Alpaca-Tiny
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+ ---
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+ This is a merge of [mpasila/Finnish-Alpaca-Tiny-V2-LoRA-7B](https://huggingface.co/mpasila/Finnish-Alpaca-Tiny-V2-LoRA-7B).
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+
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+ LoRA trained in 4-bit with 2k context using [LumiOpen/Viking-7B](https://huggingface.co/LumiOpen/Viking-7B/) as the base model for 1 epoch.
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+
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+ Dataset used is [mpasila/Finnish-Alpaca-Tiny](https://huggingface.co/datasets/mpasila/Finnish-Alpaca-Tiny).
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+
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+ ### Prompt format: Alpaca
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+ It uses Alpaca format but with a translated instruction at the start:
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+ ```
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+ {
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+ "instruction,output": "Alla on ohje, jossa kuvataan tehtävä. Kirjoita vastaus, joka täyttää pyynnön asianmukaisesti.\n\n### Instruction:\n%instruction%\n\n### Response:\n%output%",
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+ "instruction,input,output": "Alla on ohje, jossa kuvataan tehtävä ja joka on yhdistetty kontekstia lisäävään syötteeseen. Kirjoita vastaus, joka täyttää pyynnön asianmukaisesti.\n\n### Instruction:\n%instruction%\n\n### Input:\n%input%\n\n### Response:\n%output%"
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+ }
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+
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+ ```
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+
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+ # Uploaded model
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+
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+ - **Developed by:** mpasila
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+ - **License:** apache-2.0
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+ - **Finetuned from model :** LumiOpen/Viking-7B
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+
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+ This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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+
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+ [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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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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+ "hidden_act": "silu",
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+ "hidden_size": 4096,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 11008,
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+ "max_position_embeddings": 4096,
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+ "model_type": "llama",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 32,
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+ "num_key_value_heads": 32,
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+ "pretraining_tp": 1,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.40.2",
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+ "unsloth_version": "2024.4",
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+ "untie_embeddings_and_output_weights": true,
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+ "use_cache": true,
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+ "vocab_size": 131072
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+ }
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