prism-inference 0.1.21

Bounded Rust CPU inference and tokenization for Prism-compatible GGUF models
Prism Inference
Copyright 2026 Edward Miller and contributors

Original project code, documentation, and configuration are licensed under
the Apache License, Version 2.0. See LICENSE.

Third-party material retains its original license and attribution. This
project includes Prism/ggml-derived codec and loader portions, including in
the Rust kernels, tokenizer, metadata loader, and conformance fixtures.
Their upstream MIT terms are reproduced below and retained separately in
PRISM-LICENSE.txt.

Upstream: https://github.com/PrismML-Eng/llama.cpp
Codec reference: 73bfe6cc485554822f80c473a3c0c4f25e80f41b
Tokenizer scanner/Unicode reference: 73bfe6cc485554822f80c473a3c0c4f25e80f41b
Loader overlay base: b87ca7225456b06b0975b8239c66b5aecf07e37c
Imported test reference and shared conformance exporters: b87ca7225456b06b0975b8239c66b5aecf07e37c

MIT License

Copyright (c) 2023-2026 The ggml authors

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

Prism runtime HTTP framing and Q1_0/Q2_0 codec adaptations also reference
Camelid: https://github.com/timtoole02/Camelid
Revision: 1829a7e73775eb829efe8fabf46a6680897a975b
Source: src/fabric/http.rs and src/tensor/mod.rs
Copyright (c) 2026 Tim Toole
Licensed under the MIT License, reproduced in
CAMELID-LICENSE.txt.
The exact Prism/ggml layouts and arithmetic remain the conformance authority.