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FadedRedStar/LFM2.5-350M-heretic-imatrix-GGUF overview

LFM2.5 350M heretic imatrix — GGUF NOTE This card is a work in progress. Full architecture details, abliteration parameters, and inference instructions will be…

gguftext-generationreasoningthinkingagentictool-useabliterateduncensoredlfm2imatrixconversationalmultilingualbase_model:coder3101/LFM2.5-350M-hereticbase_model:quantized:coder3101/LFM2.5-350M-hereticlicense:apache-2.0endpoints_compatibleregion:us

Runs locally from ~209.2 MB disk (4 GB VRAM class GPUs with llama.cpp / guIDE).

Downloads
21
Likes
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Pipeline
text-generation

Repository Files & Downloads

3 GGUF files detected
Direct downloads for local inference
FileTypeQuantizationSizeLink
LFM2.5-350M-heretic-IQ4_NL-imatrix.ggufGGUFIQ4_NL209.2 MBDownload
LFM2.5-350M-heretic-Q4_K_M-imatrix.ggufGGUFQ4_K_M218.7 MBDownload
LFM2.5-350M-heretic-Q5_K_M-imatrix.ggufGGUFQ5_K_M248.3 MBDownload

Model Details

Model IDFadedRedStar/LFM2.5-350M-heretic-imatrix-GGUF
AuthorFadedRedStar
Pipelinetext-generation
Licenseapache-2.0
Base modelcoder3101/LFM2.5-350M-heretic
Last modified2026-07-05T12:42:26.000Z

Model README

---

base_model: coder3101/LFM2.5-350M-heretic

base_model_relation: quantized

library_name: gguf

license: apache-2.0

language:

  • multilingual

pipeline_tag: text-generation

tags:

  • gguf
  • text-generation
  • reasoning
  • thinking
  • agentic
  • tool-use
  • abliterated
  • uncensored
  • lfm2
  • imatrix
  • conversational

---

LFM2.5-350M-heretic-imatrix — GGUF

> [!NOTE]

> This card is a work in progress. Full architecture details, abliteration parameters, and inference instructions will be added shortly.

This repository hosts importance-matrix (imatrix) calibrated GGUF weights for LFM2.5-350M-heretic, quantized from the source floating-point tensors provided by coder3101/LFM2.5-350M-heretic.

Repository Files

| Filename | Format | Size | llama.cpp Build | Description |

|---|---|---|---|---|

| LFM2.5-350M-heretic-IQ4_NL-imatrix.gguf | IQ4_NL | 219 MB | b9860 | Main model weights, imatrix-calibrated, smaller non-linear 4-bit quant |

| LFM2.5-350M-heretic-Q4_K_M-imatrix.gguf | Q4_K_M | 229 MB | b9860 | Main model weights, imatrix-calibrated |

| LFM2.5-350M-heretic-Q5_K_M-imatrix.gguf | Q5_K_M | 260 MB | b9860 | Main model weights, imatrix-calibrated, higher fidelity |

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