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Model: 0-hero/Matter-0.1-Slim-7B-B
Source: Original Platform

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README.md

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+---
+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|>
+```
+

added_tokens.json

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+{
+  "<|begin_func_response|>": 32003,
+  "<|begin_func|>": 32001,
+  "<|end_func_response|>": 32004,
+  "<|end_func|>": 32002,
+  "<|im_end|>": 32000,
+  "<|im_start|>": 32005
+}

config.json

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+{
+  "_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
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "do_sample": true,
+  "eos_token_id": 2,
+  "transformers_version": "4.38.2"
+}

model.safetensors

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+size 14483596528

pytorch_model.bin

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special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "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": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "add_prefix_space": true,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "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": "<s>",
+  "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": "</s>",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false,
+  "use_fast": true
+}