From f5faf9157d91e9c42fda215e6522b905b9911815 Mon Sep 17 00:00:00 2001
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Date: Wed, 29 Apr 2026 02:16:59 +0800
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Model: mlx-community/sarashina2.2-3b-instruct-v0.1
Source: Original Platform
---
 .gitattributes                   |  49 +++++
 README.md                        |  38 ++++
 chat_template.jinja              |  71 ++++++++
 config.json                      |  29 +++
 configuration.json               |   1 +
 generation_config.json           |   8 +
 model-00001-of-00002.safetensors |   3 +
 model-00002-of-00002.safetensors |   3 +
 model.safetensors.index.json     | 299 +++++++++++++++++++++++++++++++
 special_tokens_map.json          |  51 ++++++
 tokenizer.json                   |   3 +
 tokenizer.model                  |   3 +
 tokenizer_config.json            | 171 ++++++++++++++++++
 13 files changed, 729 insertions(+)
 create mode 100644 .gitattributes
 create mode 100644 README.md
 create mode 100644 chat_template.jinja
 create mode 100644 config.json
 create mode 100644 configuration.json
 create mode 100644 generation_config.json
 create mode 100644 model-00001-of-00002.safetensors
 create mode 100644 model-00002-of-00002.safetensors
 create mode 100644 model.safetensors.index.json
 create mode 100644 special_tokens_map.json
 create mode 100644 tokenizer.json
 create mode 100644 tokenizer.model
 create mode 100644 tokenizer_config.json

diff --git a/.gitattributes b/.gitattributes
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--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,49 @@
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+*.arrow filter=lfs diff=lfs merge=lfs -text
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+*.bin.* filter=lfs diff=lfs merge=lfs -text
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+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
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+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
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+*.pt filter=lfs diff=lfs merge=lfs -text
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+*.npz filter=lfs diff=lfs merge=lfs -text
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+
+tokenizer.json filter=lfs diff=lfs merge=lfs -text
\ No newline at end of file
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..b925506
--- /dev/null
+++ b/README.md
@@ -0,0 +1,38 @@
+---
+license: mit
+language:
+- ja
+pipeline_tag: text-generation
+base_model: sbintuitions/sarashina2.2-3b-instruct-v0.1
+library_name: mlx
+tags:
+- mlx
+---
+
+# mlx-community/sarashina2.2-3b-instruct-v0.1
+
+This model [mlx-community/sarashina2.2-3b-instruct-v0.1](https://huggingface.co/mlx-community/sarashina2.2-3b-instruct-v0.1) was
+converted to MLX format from [sbintuitions/sarashina2.2-3b-instruct-v0.1](https://huggingface.co/sbintuitions/sarashina2.2-3b-instruct-v0.1)
+using mlx-lm version **0.25.2**.
+
+## Use with mlx
+
+```bash
+pip install mlx-lm
+```
+
+```python
+from mlx_lm import load, generate
+
+model, tokenizer = load("mlx-community/sarashina2.2-3b-instruct-v0.1")
+
+prompt = "hello"
+
+if tokenizer.chat_template is not None:
+    messages = [{"role": "user", "content": prompt}]
+    prompt = tokenizer.apply_chat_template(
+        messages, add_generation_prompt=True
+    )
+
+response = generate(model, tokenizer, prompt=prompt, verbose=True)
+```
diff --git a/chat_template.jinja b/chat_template.jinja
new file mode 100644
index 0000000..4050ee5
--- /dev/null
+++ b/chat_template.jinja
@@ -0,0 +1,71 @@
+
+{%- set user_messages = messages | selectattr('role', 'equalto', 'user') | list %}
+{%- macro output_available_tools(tools, message) %}
+{%- if tools and (message == user_messages[-1]) %}
+    {{- '<|available_tools|>[' }}
+    {%- for tool in tools %}
+        {%- set tool = tool.function %}
+        {{- "{" }}
+        {%- for key, val in tool.items() if key != "return" %}
+            {%- if val is string %}
+                {{- "'" + key + "': '" + val + "'" }}
+            {%- else %}
+                {{- "'" + key + "': " + val|string }}
+            {%- endif %}
+            {%- if not loop.last %}
+                {{- ", " }}
+            {%- endif %}
+        {%- endfor %}
+        {{- "}" }}
+        {%- if not loop.last %}
+            {{- ", " }}
+        {%- else %}
+            {{- "]" }}
+        {%- endif %}
+    {%- endfor %}
+    {{- eos_token -}}
+{%- endif %}
+{%- endmacro %}
+
+{%- macro output_tool_results(tool_results) %}
+{{- '<|tool_results|>[' }}
+{%- for tool_result in tool_results %}
+    {{- "{'content': " + tool_result.content|string + ", 'call_id': '" + tool_result.call_id + "'}" }}
+{%- endfor %}
+{{- ']' }}
+{{- eos_token -}}
+{%- endmacro %}
+
+{%- macro output_tool_calls(tool_calls) %}
+{{- '<|tool_calls|>[' }}
+{%- for tool_call in tool_calls %}
+    {{- "{'id': '" + tool_call.id + "', 'name': '" + tool_call.name + "', 'arguments': " + tool_call.arguments|string + '}' }}
+{%- endfor %}
+{{- ']' }}
+{%- endmacro %}
+
+{%- for message in messages %}
+    {%- if message['role'] == 'user' %}
+        {%- if tools is defined %}
+            {{- output_available_tools(tools, message) }}
+        {%- endif %}
+        {{- '<|user|>' + message['content'] + eos_token -}}
+    {%- elif message['role'] == 'system' %}
+        {{- '<|system|>' + message['content'] + eos_token -}}
+    {%- elif message['role'] == 'assistant' %}
+        {% set assistant_content = "" %}
+        {%- if message.content is defined %}
+            {% set assistant_content = message.content %}
+        {%- endif %}
+        {%- if message.tool_calls is defined and message.tool_calls -%}
+            {{- '<|assistant|>' + assistant_content + output_tool_calls(message['tool_calls']) + eos_token -}}
+        {%- else %}
+            {{- '<|assistant|>' + assistant_content + eos_token }}
+        {%- endif %}
+    {%- elif message['role'] == 'tool_results' %}
+        {{- output_tool_results(message.tool_results) }}
+    {%- endif %}
+{%- if loop.last and add_generation_prompt -%}
+  {{- '<|assistant|>' -}}
+{%- endif -%}
+{%- endfor %}
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..60b90c8
--- /dev/null
+++ b/config.json
@@ -0,0 +1,29 @@
+{
+    "architectures": [
+        "LlamaForCausalLM"
+    ],
+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "bos_token_id": 1,
+    "eos_token_id": 2,
+    "head_dim": 160,
+    "hidden_act": "silu",
+    "hidden_size": 2560,
+    "initializer_range": 0.02,
+    "intermediate_size": 8960,
+    "max_position_embeddings": 8192,
+    "mlp_bias": false,
+    "model_type": "llama",
+    "num_attention_heads": 16,
+    "num_hidden_layers": 32,
+    "num_key_value_heads": 8,
+    "pretraining_tp": 1,
+    "rms_norm_eps": 1e-05,
+    "rope_scaling": null,
+    "rope_theta": 500000,
+    "tie_word_embeddings": false,
+    "torch_dtype": "bfloat16",
+    "transformers_version": "4.46.3",
+    "use_cache": false,
+    "vocab_size": 102400
+}
\ No newline at end of file
diff --git a/configuration.json b/configuration.json
new file mode 100644
index 0000000..bbeeda1
--- /dev/null
+++ b/configuration.json
@@ -0,0 +1 @@
+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
\ No newline at end of file
diff --git a/generation_config.json b/generation_config.json
new file mode 100644
index 0000000..5f47d21
--- /dev/null
+++ b/generation_config.json
@@ -0,0 +1,8 @@
+{
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "top_p": 0.9,
+  "do_sample": true,
+  "repetition_penalty": 1.05,
+  "temperature": 0.7
+}
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+    },
+    "8": {
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+    },
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+    },
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+    },
+    "13": {
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+      "single_word": false,
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+    },
+    "14": {
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+    },
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+    },
+    "102398": {
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+    },
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+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "cls_token": "<cls>",
+  "do_lower_case": false,
+  "eos_token": "</s>",
+  "extra_ids": 0,
+  "extra_special_tokens": {},
+  "keep_accents": true,
+  "legacy": false,
+  "mask_token": "<mask>",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<pad>",
+  "padding_side": "right",
+  "sep_token": "<sep>",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}