From ecd2487b92ba6dd4ea600ed1cf22de0e3a13d7a2 Mon Sep 17 00:00:00 2001
From: ModelHub XC <noreply@modelhub.org.cn>
Date: Thu, 29 Oct 2026 05:40:16 +0800
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Model: Lingarajuyadav/gemma3_270m_kannada
Source: Original Platform
---
 .gitattributes        | 36 ++++++++++++++++++++++++++++
 README.md             | 20 ++++++++++++++++
 config.json           | 56 +++++++++++++++++++++++++++++++++++++++++++
 gemma-3-270m.F16.gguf |  3 +++
 4 files changed, 115 insertions(+)
 create mode 100644 .gitattributes
 create mode 100644 README.md
 create mode 100644 config.json
 create mode 100644 gemma-3-270m.F16.gguf

diff --git a/.gitattributes b/.gitattributes
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diff --git a/README.md b/README.md
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--- /dev/null
+++ b/README.md
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+---
+tags:
+- gguf
+- llama.cpp
+- unsloth
+
+---
+
+# gemma3_270m_kannada : GGUF
+
+This model was finetuned and converted to GGUF format using [Unsloth](https://github.com/unslothai/unsloth).
+
+**Example usage**:
+- For text only LLMs:    `llama-cli -hf Lingarajuyadav/gemma3_270m_kannada --jinja`
+- For multimodal models: `llama-mtmd-cli -hf Lingarajuyadav/gemma3_270m_kannada --jinja`
+
+## Available Model files:
+- `gemma-3-270m.F16.gguf`
+This was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth)
+[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..dcbb5ad
--- /dev/null
+++ b/config.json
@@ -0,0 +1,56 @@
+{
+    "_sliding_window_pattern": 6,
+    "architectures": [
+        "Gemma3ForCausalLM"
+    ],
+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "attn_logit_softcapping": null,
+    "bos_token_id": 2,
+    "torch_dtype": "float16",
+    "eos_token_id": 1,
+    "final_logit_softcapping": null,
+    "head_dim": 256,
+    "hidden_activation": "gelu_pytorch_tanh",
+    "hidden_size": 640,
+    "initializer_range": 0.02,
+    "intermediate_size": 2048,
+    "layer_types": [
+        "sliding_attention",
+        "sliding_attention",
+        "sliding_attention",
+        "sliding_attention",
+        "sliding_attention",
+        "full_attention",
+        "sliding_attention",
+        "sliding_attention",
+        "sliding_attention",
+        "sliding_attention",
+        "sliding_attention",
+        "full_attention",
+        "sliding_attention",
+        "sliding_attention",
+        "sliding_attention",
+        "sliding_attention",
+        "sliding_attention",
+        "full_attention"
+    ],
+    "max_position_embeddings": 32768,
+    "model_name": "unsloth/gemma-3-270m-unsloth-bnb-4bit",
+    "model_type": "gemma3_text",
+    "num_attention_heads": 4,
+    "num_hidden_layers": 18,
+    "num_key_value_heads": 1,
+    "pad_token_id": 0,
+    "query_pre_attn_scalar": 256,
+    "rms_norm_eps": 1e-06,
+    "rope_local_base_freq": 10000.0,
+    "rope_scaling": null,
+    "rope_theta": 1000000.0,
+    "sliding_window": 512,
+    "unsloth_fixed": true,
+    "unsloth_version": "2026.6.9",
+    "use_bidirectional_attention": false,
+    "use_cache": false,
+    "vocab_size": 262144
+}
\ No newline at end of file
diff --git a/gemma-3-270m.F16.gguf b/gemma-3-270m.F16.gguf
new file mode 100644
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