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# CITATION.cff file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "Rllm" in publications use:'
type: software
license: GPL-2.0-or-later
title: 'Rllm: Native Quantized Matrix Products and LLM Inference over ''Rfmalloc''
  Tensors'
version: 0.1.0
doi: 10.32614/CRAN.package.Rllm
abstract: 'The composition layer of the ''Rfmalloc'' ecosystem: it registers ''Rggml''
  (a vendored ''GGML'' build with runtime-SIMD-dispatched quantized kernels) as a
  codec-aware matrix-multiply backend for ''Rfmalloc'', so that products of file-backed,
  quantized tensors run natively in quantized space (weights stay ''Q4_K''/''Q6_K''/...
  encoded, activations are quantized on the fly) instead of being decoded to double
  first. Combined with ''Rgguf'', which exposes ''GGUF'' model weights as ''Rfmalloc''-backed
  tensors, this lets a larger-than-memory model''s linear layers be multiplied through
  ''GGML''s SIMD-accelerated dot kernels zero-copy from the memory-mapped payload.
  A transformer forward-pass graph builder over these primitives is planned.'
authors:
- family-names: Toure
  given-names: Sounkou Mahamane
  email: sounkoutoure@gmail.com
repository: https://sounkou-bioinfo.r-universe.dev
repository-code: https://github.com/sounkou-bioinfo/Rfmalloc
commit: 921d01f6786a2db38d90a2629c39f56a244b7875
url: https://sounkou-bioinfo.github.io/Rfmalloc/Rllm/
date-released: '2026-07-10'
contact:
- family-names: Toure
  given-names: Sounkou Mahamane
  email: sounkoutoure@gmail.com