From 2e253f56ed8321116e848c399506ed25c7ec5a19 Mon Sep 17 00:00:00 2001
From: ModelHub XC <noreply@modelhub.org.cn>
Date: Thu, 7 May 2026 07:50:36 +0800
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Model: mlx-community/Kumru-2B-bf16
Source: Original Platform
---
 .gitattributes               |   50 +
 README.md                    |   40 +
 chat_template.jinja          |    5 +
 config.json                  |   28 +
 configuration.json           |    1 +
 generation_config.json       |    7 +
 model.safetensors            |    3 +
 model.safetensors.index.json |  173 +++
 special_tokens_map.json      |   30 +
 tokenizer.json               |    3 +
 tokenizer_config.json        | 2108 ++++++++++++++++++++++++++++++++++
 11 files changed, 2448 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.safetensors
 create mode 100644 model.safetensors.index.json
 create mode 100644 special_tokens_map.json
 create mode 100644 tokenizer.json
 create mode 100644 tokenizer_config.json

diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..98a1fbc
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,50 @@
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+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text
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+
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\ No newline at end of file
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..39ec526
--- /dev/null
+++ b/README.md
@@ -0,0 +1,40 @@
+---
+library_name: mlx
+license: apache-2.0
+language:
+- tr
+datasets:
+- vngrs-ai/vngrs-web-corpus
+tags:
+- mlx
+pipeline_tag: text-generation
+base_model: vngrs-ai/Kumru-2B
+---
+
+# mlx-community/Kumru-2B-bf16
+
+This model [mlx-community/Kumru-2B-bf16](https://huggingface.co/mlx-community/Kumru-2B-bf16) was
+converted to MLX format from [vngrs-ai/Kumru-2B](https://huggingface.co/vngrs-ai/Kumru-2B)
+using mlx-lm version **0.26.2**.
+
+## Use with mlx
+
+```bash
+pip install mlx-lm
+```
+
+```python
+from mlx_lm import load, generate
+
+model, tokenizer = load("mlx-community/Kumru-2B-bf16")
+
+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..39bd0c9
--- /dev/null
+++ b/chat_template.jinja
@@ -0,0 +1,5 @@
+{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>
+
+'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>
+
+' }}{% endif %}
\ No newline at end of file
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..e5ef7ab
--- /dev/null
+++ b/config.json
@@ -0,0 +1,28 @@
+{
+    "architectures": [
+        "MistralForCausalLM"
+    ],
+    "attention_dropout": 0.0,
+    "bos_token_id": 2,
+    "dtype": "bfloat16",
+    "eos_token_id": 3,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 3072,
+    "initializer_range": 0.02,
+    "intermediate_size": 10752,
+    "max_position_embeddings": 8192,
+    "model_type": "mistral",
+    "num_attention_heads": 16,
+    "num_hidden_layers": 18,
+    "num_key_value_heads": 4,
+    "pad_token_id": 0,
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 500000,
+    "sliding_window": null,
+    "tie_word_embeddings": false,
+    "torch_dtype": "bfloat16",
+    "transformers_version": "4.49.0",
+    "use_cache": true,
+    "vocab_size": 50176
+}
\ 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..e84a4fb
--- /dev/null
+++ b/generation_config.json
@@ -0,0 +1,7 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 2,
+  "eos_token_id": 3,
+  "pad_token_id": 0,
+  "transformers_version": "4.49.0"
+}
diff --git a/model.safetensors b/model.safetensors
new file mode 100644
index 0000000..9b0b39d
--- /dev/null
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new file mode 100644
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\ No newline at end of file
diff --git a/special_tokens_map.json b/special_tokens_map.json
new file mode 100644
index 0000000..bb5ae2f
--- /dev/null
+++ b/special_tokens_map.json
@@ -0,0 +1,30 @@
+{
+  "bos_token": {
+    "content": "<BOS>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
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diff --git a/tokenizer.json b/tokenizer.json
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--- /dev/null
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diff --git a/tokenizer_config.json b/tokenizer_config.json
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--- /dev/null
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+}