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0-hero-Matter-0.2-8x22B

Text Generation
Transformers
PyTorch
English
mixtral
conversational
text-generation-inference
Inference Endpoints
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Co-authored-by: Ram <[email protected]>

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  2. README.md +78 -0
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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ datasets:
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+ - 0-hero/Matter-0.2-alpha-Slim-A
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+ language:
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+ - en
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+ ---
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+
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+ ## Matter 8x22B - 0.2 (Mixtral 8x22B 0.2 Finetune)
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+
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+ Matter 8x22B 0.2 is finetune on the **Matter 0.2 dataset**, which is curated from over 35 datsets analyzing >6B tokens
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+
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+ ### Recommended Usage for best results
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+ System Prompt - `You are a helpful assistant`
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+
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+ ### Training
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+
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+ Prompt format: This model uses ChatML prompt format.
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+ ```
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+ <|im_start|>system
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+ You are a helpful AI assistant.<|im_end|>
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+ <|im_start|>user
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+ {prompt}<|im_end|>
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+ <|im_start|>assistant
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+ ```
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+ ### Function Calling
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+
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+ Model also supports function calling. Additional tokens for function calling
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+
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+ Model function call tokens
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+ - `<tool_call>` - Function call start token
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+ - `</tool_call>` - Function call end token
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+
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+ Function call response tokens
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+ - `<tool_response>` - Function response start token
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+ - `</tool_response>` - Function response end token
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+
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+ Example
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+ ```
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+ <|im_start|>system
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+ You are a helpful assistant with access to the following functions. Use them if required -
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+ { "name": "get_news_headlines",
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+ "description": "Get the latest news headlines",
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+ "parameters":
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+ { "type": "object",
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+ "properties":
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+ { "country":
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+ { "type": "string",
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+ "description": "The country for which to fetch news"
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+ }
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+ },
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+ "required": [ "country" ]
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+ }
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+ }
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+ <|im_end|>
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+ <|im_start|>user
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+ Can you tell me the latest news headlines for the United States?<|im_end|>
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+ <|im_start|>assistant
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+ <tool_call>{"name": "get_news_headlines", "arguments": '{"country": "United States"}'}</tool_call><|im_end|>
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+ <|im_start|>user
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+ <tool_response>{
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+ "headlines":
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+ [
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+ "Biden announces new vaccine mandates",
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+ "Hurricane Ida devastates Louisiana",
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+ "Apple unveils new iPhone",
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+ "NASA's Perseverance rover collects first Mars rock sample"
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+ ]
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+ }</tool_response>
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+ <|im_end|>
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+ <|im_start|>assistant
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+ Here are the latest news headlines for the United States:
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+ 1. Biden announces new vaccine mandates
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+ 2. Hurricane Ida devastates Louisiana
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+ 3. Apple unveils new iPhone
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+ 4. NASA's Perseverance rover collects first Mars rock sample
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+ <|im_end|>
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+ ```
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+ "<|begin_func_response|>": 32003,
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+ }
config.json ADDED
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+ {
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+ "_name_or_path": "mistral-community/Mixtral-8x22B-v0.1",
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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": 32000,
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+ "hidden_act": "silu",
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+ "hidden_size": 6144,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 16384,
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+ "max_position_embeddings": 65536,
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+ "model_type": "mixtral",
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+ "num_attention_heads": 48,
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+ "num_experts_per_tok": 2,
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+ "num_hidden_layers": 56,
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+ "num_key_value_heads": 8,
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+ "num_local_experts": 8,
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+ "output_router_logits": false,
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+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 1000000,
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+ "router_aux_loss_coef": 0.001,
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+ "router_jitter_noise": 0.0,
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+ "sliding_window": null,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.40.0.dev0",
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+ "use_cache": false,
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+ "vocab_size": 32006
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+ }
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+ "eos_token_id": 2,
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+ "transformers_version": "4.40.0.dev0"
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+ }
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