diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000000000000000000000000000000000000..a6344aac8c09253b3b630fb776ae94478aa0275b --- /dev/null +++ b/.gitattributes @@ -0,0 +1,35 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..fe7604e153c2c0f687e3c23f939e195482694b8c --- /dev/null +++ b/README.md @@ -0,0 +1,78 @@ +--- +license: apache-2.0 +datasets: +- 0-hero/Matter-0.2-alpha-Slim-A +language: +- en +--- + +## Matter 8x22B - 0.2 (Mixtral 8x22B 0.2 Finetune) + +Matter 8x22B 0.2 is finetune on the **Matter 0.2 dataset**, which is curated from over 35 datsets analyzing >6B tokens + +### Recommended Usage for best results +System Prompt - `You are a helpful assistant` + +### Training + +Prompt format: This model uses ChatML prompt format. +``` +<|im_start|>system +You are a helpful AI assistant.<|im_end|> +<|im_start|>user +{prompt}<|im_end|> +<|im_start|>assistant +``` +### Function Calling + +Model also supports function calling. Additional tokens for function calling + +Model function call tokens +- `` - Function call start token +- `` - Function call end token + +Function call response tokens +- `` - Function response start token +- `` - Function response end token + +Example +``` +<|im_start|>system + You are a helpful assistant with access to the following functions. Use them if required - + { "name": "get_news_headlines", + "description": "Get the latest news headlines", + "parameters": + { "type": "object", + "properties": + { "country": + { "type": "string", + "description": "The country for which to fetch news" + } + }, + "required": [ "country" ] + } + } +<|im_end|> +<|im_start|>user + Can you tell me the latest news headlines for the United States?<|im_end|> +<|im_start|>assistant + {"name": "get_news_headlines", "arguments": '{"country": "United States"}'}<|im_end|> +<|im_start|>user + { + "headlines": + [ + "Biden announces new vaccine mandates", + "Hurricane Ida devastates Louisiana", + "Apple unveils new iPhone", + "NASA's Perseverance rover collects first Mars rock sample" + ] + } +<|im_end|> +<|im_start|>assistant + Here are the latest news headlines for the United States: + 1. Biden announces new vaccine mandates + 2. Hurricane Ida devastates Louisiana + 3. Apple unveils new iPhone + 4. NASA's Perseverance rover collects first Mars rock sample +<|im_end|> +``` \ No newline at end of file diff --git a/added_tokens.json b/added_tokens.json new file mode 100644 index 0000000000000000000000000000000000000000..dbc1a792eceeb5b94f393163b9127ef3c3f6bc26 --- /dev/null +++ b/added_tokens.json @@ -0,0 +1,8 @@ +{ + "<|begin_func_response|>": 32003, + "<|begin_func|>": 32001, + "<|end_func_response|>": 32004, + "<|end_func|>": 32002, + "<|im_end|>": 32000, + "<|im_start|>": 32005 +} diff --git a/config.json b/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ddf4df897fff465b72920a99039547d0394f8de9 --- /dev/null +++ b/config.json @@ -0,0 +1,31 @@ +{ + "_name_or_path": "mistral-community/Mixtral-8x22B-v0.1", + "architectures": [ + "MixtralForCausalLM" + ], + "attention_dropout": 0.0, + "bos_token_id": 1, + "eos_token_id": 32000, + "hidden_act": "silu", + "hidden_size": 6144, + "initializer_range": 0.02, + "intermediate_size": 16384, + "max_position_embeddings": 65536, + "model_type": "mixtral", + "num_attention_heads": 48, + "num_experts_per_tok": 2, + "num_hidden_layers": 56, + "num_key_value_heads": 8, + "num_local_experts": 8, + "output_router_logits": false, + "rms_norm_eps": 1e-05, + "rope_theta": 1000000, + "router_aux_loss_coef": 0.001, + "router_jitter_noise": 0.0, + "sliding_window": null, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.40.0.dev0", + "use_cache": false, + "vocab_size": 32006 +} diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..16dd90acbcc482b30661bf1c48c719fec177f4a8 --- /dev/null +++ b/generation_config.json @@ -0,0 +1,7 @@ +{ + "_from_model_config": true, + "bos_token_id": 1, + "do_sample": true, + "eos_token_id": 2, + "transformers_version": "4.40.0.dev0" +} diff --git a/pytorch_model-00001-of-00059.bin b/pytorch_model-00001-of-00059.bin new file mode 100644 index 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