From bea493d6dd4677fb52cc85fe6b86be4e3fb45ce4 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 6 May 2026 06:24:43 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: 0-hero/Matter-0.1-Slim-7B-B Source: Original Platform --- .gitattributes | 35 ++++++++++++++++ README.md | 78 ++++++++++++++++++++++++++++++++++ added_tokens.json | 8 ++++ config.json | 26 ++++++++++++ generation_config.json | 7 ++++ model.safetensors | 3 ++ pytorch_model.bin | 3 ++ special_tokens_map.json | 30 +++++++++++++ tokenizer.model | 3 ++ tokenizer_config.json | 93 +++++++++++++++++++++++++++++++++++++++++ 10 files changed, 286 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 added_tokens.json create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 model.safetensors create mode 100644 pytorch_model.bin create mode 100644 special_tokens_map.json create mode 100644 tokenizer.model create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a6344aa --- /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 0000000..4919b44 --- /dev/null +++ b/README.md @@ -0,0 +1,78 @@ +--- +license: apache-2.0 +datasets: +- 0-hero/Matter-0.1-Slim-B +language: +- en +--- + +## Matter 7B (Mistral 7B Finetune) + +Matter 7B is an extended full-finetune on the [slim-B version of the Matter dataset](https://huggingface.co/datasets/0-hero/Matter-0.1-Slim-B), which is curated from over 35 datsets analyzing >6B tokens + +### Training + +It took ~15 hours to train 3 epochs on 4x A100s (80GB) using Axolotl for a full-finetune + +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 +- <|begin_func|> - Function call start token +- <|end_func|> - Function call end token + +Function call response tokens +- <|begin_func_response|> - Function response start token +- <|end_func_response|> - 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 + <|begin_func|>{"name": "get_news_headlines", "arguments": '{"country": "United States"}'}<|end_func|><|im_end|> +<|im_start|>user + <|begin_func_response|>{ + "headlines": + [ + "Biden announces new vaccine mandates", + "Hurricane Ida devastates Louisiana", + "Apple unveils new iPhone", + "NASA's Perseverance rover collects first Mars rock sample" + ] + }<|end_func_response|> +<|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|> +``` + diff --git a/added_tokens.json b/added_tokens.json new file mode 100644 index 0000000..dbc1a79 --- /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 0000000..9fa0c9e --- /dev/null +++ b/config.json @@ -0,0 +1,26 @@ +{ + "_name_or_path": "0-hero/Matter-0.1-Slim-7B-A", + "architectures": [ + "MistralForCausalLM" + ], + "attention_dropout": 0.0, + "bos_token_id": 1, + "eos_token_id": 32000, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 32768, + "model_type": "mistral", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "rms_norm_eps": 1e-05, + "rope_theta": 1000000.0, + "sliding_window": null, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.38.2", + "use_cache": false, + "vocab_size": 32006 +} diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..282b497 --- /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": "4.38.2" +} diff --git a/model.safetensors b/model.safetensors new file mode 100644 index 0000000..5f940e4 --- /dev/null +++ b/model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:658e33a06d11035a51272ede61f4aa727c7f66eb111fc54158127748be915869 +size 14483596528 diff --git a/pytorch_model.bin b/pytorch_model.bin new file mode 100644 index 0000000..dccd7c6 --- /dev/null +++ b/pytorch_model.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f2db6c69b8e38f34fba08678e21e7f7f4377fc3b6742aea25b16a67b4e29b34 +size 14483602725 diff --git a/special_tokens_map.json b/special_tokens_map.json new file mode 100644 index 0000000..d555d77 --- /dev/null +++ b/special_tokens_map.json @@ -0,0 +1,30 @@ +{ + "bos_token": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|im_end|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "unk_token": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + } +} diff --git a/tokenizer.model b/tokenizer.model new file mode 100644 index 0000000..8b443ef --- /dev/null +++ b/tokenizer.model @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055 +size 493443 diff --git a/tokenizer_config.json b/tokenizer_config.json new file mode 100644 index 0000000..7cecc62 --- /dev/null +++ b/tokenizer_config.json @@ -0,0 +1,93 @@ +{ + "add_bos_token": true, + "add_eos_token": false, + "add_prefix_space": true, + "added_tokens_decoder": { + "0": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "1": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "2": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "32000": { + "content": "<|im_end|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "32001": { + "content": "<|begin_func|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "32002": { + "content": "<|end_func|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "32003": { + "content": "<|begin_func_response|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "32004": { + "content": "<|end_func_response|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "32005": { + "content": "<|im_start|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + } + }, + "additional_special_tokens": [], + "bos_token": "", + "chat_template": "{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% set system_message = 'You are a helpful assistant.' %}{% endif %}{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in loop_messages %}{% if loop.index0 == 0 %}{{'<|im_start|>system\n' + system_message + '<|im_end|>\n'}}{% endif %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}", + "clean_up_tokenization_spaces": false, + "eos_token": "<|im_end|>", + "legacy": true, + "model_max_length": 1000000000000000019884624838656, + "pad_token": "", + "sp_model_kwargs": {}, + "spaces_between_special_tokens": false, + "tokenizer_class": "LlamaTokenizer", + "unk_token": "", + "use_default_system_prompt": false, + "use_fast": true +}