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  <!-- ### quantize_version: 2 -->
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  <!-- ### output_tensor_quantised: 1 -->
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  <!-- ### convert_type: hf -->
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  <!-- ### quants_skip: -->
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  <!-- ### skip_mmproj: -->
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  static quants of https://huggingface.co/DavidAU/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ base_model: DavidAU/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning
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+ datasets:
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+ - TeichAI/claude-4.5-opus-high-reasoning-250x
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+ language:
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+ - en
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+ library_name: transformers
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+ mradermacher:
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+ readme_rev: 1
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+ quantized_by: mradermacher
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+ tags:
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+ - thinking
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+ - reasoning
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+ - finetune
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+ - creative
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+ - creative writing
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+ - fiction writing
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+ - plot generation
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+ - sub-plot generation
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+ - fiction writing
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+ - story generation
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+ - scene continue
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+ - storytelling
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+ - fiction story
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+ - science fiction
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+ - romance
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+ - all genres
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+ - story
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+ - writing
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+ - vivid prose
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+ - vivid writing
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+ - fiction
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+ - roleplaying
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+ - bfloat16
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+ - swearing
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+ - horror
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+ - unsloth
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+ - context 128k
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+ ---
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+ ## About
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+
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  <!-- ### quantize_version: 2 -->
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  <!-- ### output_tensor_quantised: 1 -->
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  <!-- ### convert_type: hf -->
 
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  <!-- ### quants_skip: -->
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  <!-- ### skip_mmproj: -->
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  static quants of https://huggingface.co/DavidAU/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning
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+
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+ <!-- provided-files -->
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+
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+ ***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning-GGUF).***
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+
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+ weighted/imatrix quants are available at https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning-i1-GGUF
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+ ## Usage
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+
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+ If you are unsure how to use GGUF files, refer to one of [TheBloke's
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+ READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
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+ more details, including on how to concatenate multi-part files.
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+
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+ ## Provided Quants
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+
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+ (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
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+
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+ | Link | Type | Size/GB | Notes |
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+ |:-----|:-----|--------:|:------|
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+ | [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning-GGUF/resolve/main/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning.Q2_K.gguf) | Q2_K | 0.6 | |
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+ | [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning-GGUF/resolve/main/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning.Q3_K_S.gguf) | Q3_K_S | 0.7 | |
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+ | [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning-GGUF/resolve/main/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning.Q3_K_M.gguf) | Q3_K_M | 0.7 | lower quality |
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+ | [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning-GGUF/resolve/main/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning.Q3_K_L.gguf) | Q3_K_L | 0.7 | |
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+ | [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning-GGUF/resolve/main/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning.IQ4_XS.gguf) | IQ4_XS | 0.8 | |
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+ | [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning-GGUF/resolve/main/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning.Q4_K_S.gguf) | Q4_K_S | 0.8 | fast, recommended |
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+ | [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning-GGUF/resolve/main/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning.Q4_K_M.gguf) | Q4_K_M | 0.8 | fast, recommended |
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+ | [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning-GGUF/resolve/main/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning.Q5_K_S.gguf) | Q5_K_S | 0.9 | |
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+ | [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning-GGUF/resolve/main/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning.Q5_K_M.gguf) | Q5_K_M | 0.9 | |
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+ | [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning-GGUF/resolve/main/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning.Q6_K.gguf) | Q6_K | 1.1 | very good quality |
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+ | [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning-GGUF/resolve/main/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning.Q8_0.gguf) | Q8_0 | 1.3 | fast, best quality |
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+ | [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning-GGUF/resolve/main/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning.f16.gguf) | f16 | 2.4 | 16 bpw, overkill |
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+
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+ Here is a handy graph by ikawrakow comparing some lower-quality quant
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+ types (lower is better):
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+
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+ ![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)
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+
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+ And here are Artefact2's thoughts on the matter:
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+ https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
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+
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+ ## FAQ / Model Request
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+
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+ See https://huggingface.co/mradermacher/model_requests for some answers to
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+ questions you might have and/or if you want some other model quantized.
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+
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+ ## Thanks
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+
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+ I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
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+ me use its servers and providing upgrades to my workstation to enable
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+ this work in my free time.
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+
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+ <!-- end -->