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LFM-2.5-Coder-2.6B
Schnuckade/LFM-2.5-Coder-2.6B
LFM-2.5-Coder-2.6B is a text generation model from Schnuckade. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
An enhanced, lightweight code-reasoning model built on top of LiquidAI's LFM-2.5-2.6B. Fine-tuned to boost step-by-step reasoning and coding capabilities without sacrificing overall model performance.
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2.6K
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2.7B
7.1 GB on disk
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4
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Repo makeup
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.safetensors5.4 GB · 76%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- lfm2
- Access
- Public
- Created
- Aug 14, 2026
- Updated
- Aug 14, 2026
- SHA
- 63d92d2d
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Base models
Model card
From the Hugging Face model README
🚀 LFM-2.5-Coder-2.6B
An enhanced, lightweight code-reasoning model built on top of LiquidAI's LFM-2.5-2.6B. Fine-tuned to boost step-by-step reasoning and coding capabilities without sacrificing overall model performance.
📌 Quick Summary
| Feature | Details |
|---|---|
| Developed by | Schnuckade |
| Base Model | LiquidAI/LFM2.5-2.6B |
| Fine-Tuning Framework | Unsloth 🦥 |
| Dataset Used | Banaxi-Tech/Deepseek-V4-Reasoning-Code-2500 |
| License | Apache-2.0 |
| Language | English |
💡 About the Model
LFM-2.5-Coder-2.6B is a targeted, lightweight fine-tune designed to make the original Liquid AI base model a bit smarter when dealing with code generation and problem-solving.
- 🧠 Reasoning Focus: Helps the model "think" through coding problems step-by-step.
- ⚡ Lightweight & Efficient: Trained specifically to boost coding skills while retaining general utility.
- 📦 Multi-Format: Includes full FP16/BF16 safetensors alongside quantized GGUF weights (
Q4_K_M) for easy local deployment.
🛠️ Usage & Integration
Transformers / Unsloth
from unsloth import FastLanguageModel
model, tokenizer = FastLanguageModel.from_pretrained(
model_name = "Schnuckade/LFM-2.5-Coder-2.6B",
max_seq_length = 2048,
load_in_4bit = True,
)
- Task
- Text Generation
- Library
- transformers
- Type
- lfm2
- License
- apache-2.0
- Languages
- en
- Created
- Aug 14, 2026
- Updated
- Aug 14, 2026