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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ tags:
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+ - mergekit
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+ - lazymergekit
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+ - akameswa/mistral-7b-instruct-javascript-16bit
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+ - akameswa/mistral-7b-instruct-java-16bit
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+ - akameswa/mistral-7b-instruct-cpp-16bit
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+ - akameswa/mistral-7b-instruct-python-16bit
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+ ---
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+
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+ # mixtral-4x7b-instruct-code
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+
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+ mixtral-4x7b-instruct-code is a MoE of the following models using [mergekit](https://github.com/cg123/mergekit):
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+ * [akameswa/mistral-7b-instruct-javascript-16bit](https://huggingface.co/akameswa/mistral-7b-instruct-javascript-16bit)
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+ * [akameswa/mistral-7b-instruct-java-16bit](https://huggingface.co/akameswa/mistral-7b-instruct-java-16bit)
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+ * [akameswa/mistral-7b-instruct-cpp-16bit](https://huggingface.co/akameswa/mistral-7b-instruct-cpp-16bit)
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+ * [akameswa/mistral-7b-instruct-python-16bit](https://huggingface.co/akameswa/mistral-7b-instruct-python-16bit)
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+
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+ ## 🧩 Configuration
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+
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+ ```yaml```
config.json ADDED
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+ {
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+ "_name_or_path": "akameswa/mistral-7b-instruct-v0.2-bnb-16bit",
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+ "architectures": [
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+ "MixtralForCausalLM"
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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": 2,
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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": 32768,
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+ "model_type": "mixtral",
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+ "num_attention_heads": 32,
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+ "num_experts_per_tok": 2,
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+ "num_hidden_layers": 32,
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+ "num_key_value_heads": 8,
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+ "num_local_experts": 4,
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+ "output_router_logits": false,
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+ "pad_token_id": 0,
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+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 1000000.0,
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+ "router_aux_loss_coef": 0.001,
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+ "sliding_window": null,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.38.2",
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+ "unsloth_version": "2024.3",
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
mergekit_moe_config.yml ADDED
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+
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+ base_model: akameswa/mistral-7b-instruct-v0.2-bnb-16bit
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+ gate_mode: hidden
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+ dtype: float16
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+ experts:
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+ - source_model: akameswa/mistral-7b-instruct-javascript-16bit
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+ positive_prompts: ["You are helpful a coding assistant good at javascript"]
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+ - source_model: akameswa/mistral-7b-instruct-java-16bit
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+ positive_prompts: ["You are helpful a coding assistant good at java"]
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+ - source_model: akameswa/mistral-7b-instruct-cpp-16bit
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+ positive_prompts: ["You are helpful a coding assistant good at cpp"]
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+ - source_model: akameswa/mistral-7b-instruct-python-16bit
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+ positive_prompts: ["You are helpful a coding assistant good at python"]
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