From 43707d1f152df5c9676d4e2d1c9c238537dad6cf Mon Sep 17 00:00:00 2001
From: ModelHub XC <noreply@modelhub.org.cn>
Date: Mon, 17 Aug 2026 09:17:16 +0800
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Model: konradjr007/LFM2.5-230M_Twinx
Source: Original Platform
---
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 README.md                                  | 20 +++++++
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 unsloth_LFM2.5-230M_1782720958.BF16.gguf   |  3 +
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diff --git a/.gitattributes b/.gitattributes
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diff --git a/README.md b/README.md
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+---
+tags:
+- gguf
+- llama.cpp
+- unsloth
+
+---
+
+# LFM2.5-230M_Twinx : 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 konradjr007/LFM2.5-230M_Twinx --jinja`
+- For multimodal models: `llama-mtmd-cli -hf konradjr007/LFM2.5-230M_Twinx --jinja`
+
+## Available Model files:
+- `unsloth_LFM2.5-230M_1782720958.Q2_K_L.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
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+{
+  "architectures": [
+    "Lfm2ForCausalLM"
+  ],
+  "block__name_mlp": "parallel_mlp_merged",
+  "block_auto_adjust_ff_dim": false,
+  "block_dim": 1024,
+  "block_ffn_dim_multiplier": 1.0,
+  "block_ffn_te_autocast": false,
+  "block_ffn_use_quantized_params": false,
+  "block_mlp_init_scale": 1.0,
+  "block_multiple_of": 256,
+  "block_norm_eps": 1e-05,
+  "block_out_init_scale": 1.0,
+  "block_sequence_parallel_norm_across_tp": false,
+  "block_use_swiglu": true,
+  "block_use_xavier_init": true,
+  "bos_token_id": 1,
+  "conv_L_cache": 3,
+  "conv_bias": false,
+  "conv_dim": 1024,
+  "conv_use_xavier_init": true,
+  "dtype": "bfloat16",
+  "eos_token_id": 7,
+  "ffn_te_autocast": false,
+  "ffn_use_quantized_params": false,
+  "hidden_size": 1024,
+  "initializer_range": 0.02,
+  "intermediate_size": 2560,
+  "layer_types": [
+    "conv",
+    "conv",
+    "full_attention",
+    "conv",
+    "full_attention",
+    "conv",
+    "full_attention",
+    "conv",
+    "full_attention",
+    "conv",
+    "full_attention",
+    "conv",
+    "full_attention",
+    "conv"
+  ],
+  "max_position_embeddings": 128000,
+  "model_name": "unsloth/LFM2.5-230M",
+  "model_type": "lfm2",
+  "norm_eps": 1e-05,
+  "num_attention_heads": 16,
+  "num_heads": 16,
+  "num_hidden_layers": 14,
+  "num_key_value_heads": 8,
+  "pad_token_id": 0,
+  "rope_parameters": {
+    "rope_theta": 1000000.0,
+    "rope_type": "default"
+  },
+  "sequence_parallel_norm_across_tp": false,
+  "tie_word_embeddings": true,
+  "transformers_version": "5.3.0",
+  "unsloth_fixed": true,
+  "unsloth_version": "2026.6.9",
+  "use_cache": true,
+  "use_pos_enc": true,
+  "vocab_size": 65536
+}
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