Struct CmfHeader 

pub struct CmfHeader {
    pub format: String,
    pub version: u32,
    pub arch: ModelArch,
    pub quant_type: QuantType,
    pub provenance: Option<Value>,
    pub tokenizer_config: Option<TokenizerBundle>,
    pub section_hashes: Option<SectionHashes>,
    pub skills: Vec<SkillRecord>,
    pub shard: Option<ShardInfo>,
    pub calibration: Option<Calibration>,
}

JSON header — architecture and provenance (human-readable part; machine-critical data lives in binary sections).

Fields

format: String

version: u32

arch: ModelArch

quant_type: QuantType

Informational default; per-tensor truth is in the directory.

provenance: Option<Value>

tokenizer_config: Option<TokenizerBundle>

Chat/eos bundle (spec §6.1): the file — not the binary — defines chat behavior. Additive: absent in older files.

section_hashes: Option<SectionHashes>

Section-level integrity (spec §8.1): hex hash64 of the raw bytes of the optional sections. header/dir hashes live in the envelope reserved bytes — JSON cannot protect the JSON that carries it.

skills: Vec<SkillRecord>

Per-skill records (spec §9): replacement tensors live in the directory as skill.{id}.{name}; this registry carries the selection descriptor and the honest quality contract.

shard: Option<ShardInfo>

Sharding (spec §10): this file is shard no of count; every shard is a standalone valid .cmf carrying a tensor subset. Naming convention: …-{no:05}-of-{count:05}.cmf.

calibration: Option<Calibration>

Measured confidence calibration (B1): a temperature fit on held-out so the displayed Born-mass confidence is a true property of the model (softmax(logits/T)), not a raw estimate. Additive; absent = use raw (T=1). Written by set_calibration.py after cortiq calibrate measures the reliability/ECE.

Trait Implementations

impl Clone for CmfHeader

fn clone(&self) -> CmfHeader

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for CmfHeader

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for CmfHeader

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for CmfHeader

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.