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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+language:
+- en
+license: apache-2.0
+tags:
+- function calling
+- on-device language model
+- android
+- mlx
+base_model: google/gemma-2b
+inference: false
+space: false
+spaces: false
+model-index:
+- name: Octopus-V2-2B
+  results: []
+---
+
+# mlx-community/Octopus-v2-4bit
+This model was converted to MLX format from [`NexaAIDev/Octopus-v2`]() using mlx-lm version **0.7.0**.
+Refer to the [original model card](https://huggingface.co/NexaAIDev/Octopus-v2) for more details on the model.
+## Use with mlx
+
+```bash
+pip install mlx-lm
+```
+
+```python
+from mlx_lm import load, generate
+
+model, tokenizer = load("mlx-community/Octopus-v2-4bit")
+response = generate(model, tokenizer, prompt="hello", verbose=True)
+```

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+    "vocab_size": 256022
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+      "single_word": false,
+      "special": true
+    },
+    "256003": {
+      "content": "<nexa_3>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256004": {
+      "content": "<nexa_4>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256005": {
+      "content": "<nexa_5>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256006": {
+      "content": "<nexa_6>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256007": {
+      "content": "<nexa_7>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256008": {
+      "content": "<nexa_8>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256009": {
+      "content": "<nexa_9>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256010": {
+      "content": "<nexa_10>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256011": {
+      "content": "<nexa_11>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256012": {
+      "content": "<nexa_12>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256013": {
+      "content": "<nexa_13>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256014": {
+      "content": "<nexa_14>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256015": {
+      "content": "<nexa_15>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256016": {
+      "content": "<nexa_16>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256017": {
+      "content": "<nexa_17>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256018": {
+      "content": "<nexa_18>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256019": {
+      "content": "<nexa_19>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256020": {
+      "content": "<nexa_20>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "256021": {
+      "content": "<nexa_end>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "additional_special_tokens": [
+    "<nexa_0>",
+    "<nexa_1>",
+    "<nexa_2>",
+    "<nexa_3>",
+    "<nexa_4>",
+    "<nexa_5>",
+    "<nexa_6>",
+    "<nexa_7>",
+    "<nexa_8>",
+    "<nexa_9>",
+    "<nexa_10>",
+    "<nexa_11>",
+    "<nexa_12>",
+    "<nexa_13>",
+    "<nexa_14>",
+    "<nexa_15>",
+    "<nexa_16>",
+    "<nexa_17>",
+    "<nexa_18>",
+    "<nexa_19>",
+    "<nexa_20>",
+    "<nexa_end>"
+  ],
+  "bos_token": "<bos>",
+  "chat_template": "{{ bos_token }}{% if messages[0]['role'] == 'system' %}{{ raise_exception('System role not supported') }}{% endif %}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if (message['role'] == 'assistant') %}{% set role = 'model' %}{% else %}{% set role = message['role'] %}{% endif %}{{ '<start_of_turn>' + role + '\n' + message['content'] | trim + '<end_of_turn>\n' }}{% endfor %}{% if add_generation_prompt %}{{'<start_of_turn>model\n'}}{% endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<eos>",
+  "legacy": null,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<pad>",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "GemmaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}