hf2q 0.1.10

Pure Rust CLI for converting HuggingFace models to hardware-optimized formats and serving them over an OpenAI-compatible API on Apple Silicon
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
use std::collections::BTreeSet;
use std::io::Write;
use std::path::{Path, PathBuf};

use anyhow::{Context, Result, bail};
use serde::{Deserialize, Serialize};
use sha2::{Digest, Sha256};

use crate::convert::orchestrator::TensorWriteEvidence;
use crate::core::provenance::tensor_execution::ArtifactEvidence;
use crate::intelligence::measured_auto_quant::SourceIdentity;

use super::{
    ConversionSourceDisposition, ExcludedSourceTensorEvidence, MaterializedDirectTensorRecord,
    MaterializedSourceTensorEvidence, Qwen35DenseBakeStepEvidence,
    STORED_TENSOR_CONVERSION_RECEIPT_SCHEMA_VERSION, VerifiedConversionEvidenceContext,
    VerifiedStoredTensorCatalog, verify_source_to_stored_continuity,
};

pub(crate) const STORED_TENSOR_CONVERSION_SCOPE: &str =
    "qwen3_5_dense_autoregressive_text_source_to_stored_v1";
pub(crate) const STORED_TENSOR_GGUF_METADATA_SCOPE: &str =
    "container_identity_only_metadata_provenance_not_authenticated_v1";
pub(crate) const MAX_STORED_TENSOR_CONVERSION_RECEIPT_BYTES: u64 = 16 * 1024 * 1024;
const MAX_STORED_TENSOR_RECEIPT_ITEMS: usize = 4_096;

#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub(crate) struct StoredConversionProducerIdentity {
    pub package: String,
    pub version: String,
    pub git_commit: String,
}

#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub(crate) struct StoredConversionPolicyIdentity {
    pub selector: String,
    pub quantizer: String,
    pub calibration_manifest_sha256: Option<String>,
    pub imatrix_receipt_sha256: Option<String>,
    pub dwq_overlay_sha256: Option<String>,
}

#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub(crate) struct StoredTensorPhysicalReceipt {
    pub tensor_name: String,
    pub shape_outermost_first: Vec<u64>,
    pub ggml_wire_type_id: u32,
    pub ggml_type_name: String,
    pub absolute_payload_offset: u64,
    pub payload_bytes: u64,
    pub payload_sha256: String,
    pub converted_f32_bytes_sha256: String,
    pub converted_logical_f32_sha256: String,
    pub f16_roundtrip_f32_bytes_sha256: Option<String>,
    pub f16_roundtrip_logical_f32_sha256: Option<String>,
    pub stored_f32_bytes_sha256: String,
    pub stored_logical_f32_sha256: String,
}

#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub(crate) struct StoredTensorLineageReceipt {
    pub plan_index: usize,
    pub hf_tensor_name: String,
    pub gguf_tensor_name: String,
    pub disposition: ConversionSourceDisposition,
    pub source: MaterializedSourceTensorEvidence,
    pub bake_steps: Vec<Qwen35DenseBakeStepEvidence>,
    pub stored: StoredTensorPhysicalReceipt,
}

#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
pub(crate) struct StoredTensorConversionReceipt {
    pub schema_version: u32,
    pub source: SourceIdentity,
    pub verified_source_manifest_sha256: String,
    pub source_inventory_manifest_sha256: String,
    pub tensor_partition_manifest_sha256: String,
    pub scope: String,
    pub producer: StoredConversionProducerIdentity,
    pub policy: StoredConversionPolicyIdentity,
    pub source_artifacts: Vec<ArtifactEvidence>,
    /// Exact container identity used to locate tensor regions. D2b v1 does
    /// not claim that non-tensor GGUF metadata was derived from authenticated
    /// tokenizer/model-card bytes; that is a separate serving admission gate.
    pub gguf_container: ArtifactEvidence,
    pub gguf_metadata_scope: String,
    pub tensor_lineages: Vec<StoredTensorLineageReceipt>,
    pub excluded_sources: Vec<ExcludedSourceTensorEvidence>,
    pub stored_tensor_count: usize,
    pub stored_payload_bytes: u64,
    pub receipt_sha256: String,
}

/// Opaque authority returned only after source, bake, writer, reopened-GGUF,
/// and receipt continuity have all been independently checked.
#[derive(Debug, Clone)]
pub(crate) struct VerifiedSourceToStoredConversion {
    receipt: StoredTensorConversionReceipt,
}

impl VerifiedSourceToStoredConversion {
    pub(crate) fn receipt(&self) -> &StoredTensorConversionReceipt {
        &self.receipt
    }

    #[cfg(test)]
    pub(crate) fn artifact_bytes(&self) -> u64 {
        self.receipt.gguf_container.byte_len
    }

    #[cfg(test)]
    pub(crate) fn artifact_sha256(&self) -> &str {
        &self.receipt.gguf_container.sha256
    }
}

fn is_lower_sha256(value: &str) -> bool {
    value.len() == 64
        && value
            .bytes()
            .all(|byte| byte.is_ascii_hexdigit() && !byte.is_ascii_uppercase())
}

fn is_lower_git_sha(value: &str) -> bool {
    value.len() == 40
        && value
            .bytes()
            .all(|byte| byte.is_ascii_hexdigit() && !byte.is_ascii_uppercase())
}

fn normalized_receipt(receipt: &StoredTensorConversionReceipt) -> StoredTensorConversionReceipt {
    let mut normalized = receipt.clone();
    normalized
        .source_artifacts
        .sort_by(|left, right| left.artifact_id.cmp(&right.artifact_id));
    normalized.tensor_lineages.sort_by(|left, right| {
        left.plan_index
            .cmp(&right.plan_index)
            .then_with(|| left.hf_tensor_name.cmp(&right.hf_tensor_name))
    });
    normalized
        .excluded_sources
        .sort_by(|left, right| left.tensor_name.cmp(&right.tensor_name));
    normalized.receipt_sha256.clear();
    normalized
}

pub(crate) fn stored_tensor_conversion_receipt_sha256(
    receipt: &StoredTensorConversionReceipt,
) -> Result<String> {
    let bytes = serde_json::to_vec(&normalized_receipt(receipt))?;
    Ok(hex::encode(Sha256::digest(bytes)))
}

#[allow(clippy::too_many_arguments)]
pub(crate) fn build_verified_source_to_stored_conversion(
    context: &VerifiedConversionEvidenceContext,
    source_artifacts: &[ArtifactEvidence],
    materialized: &[MaterializedDirectTensorRecord],
    writes: &[TensorWriteEvidence],
    stored: &VerifiedStoredTensorCatalog,
    converter_git_commit: &str,
    selector: &str,
) -> Result<VerifiedSourceToStoredConversion> {
    verify_source_to_stored_continuity(materialized, writes, stored)?;
    if !is_lower_git_sha(converter_git_commit) {
        bail!("stored conversion receipt requires a lowercase exact converter commit");
    }
    if !matches!(selector, "q4_k_m" | "q8_0") {
        bail!("stored conversion receipt selector is outside the v1 evidence scope");
    }
    if source_artifacts.is_empty() {
        bail!("stored conversion receipt has no source artifacts");
    }
    let mut source_artifact_ids = BTreeSet::new();
    for artifact in source_artifacts {
        if artifact.artifact_id.is_empty()
            || artifact.role != "source_safetensors_shard"
            || artifact.byte_len == 0
            || !is_lower_sha256(&artifact.sha256)
            || !source_artifact_ids.insert(artifact.artifact_id.as_str())
        {
            bail!("invalid or duplicate source artifact evidence");
        }
    }

    let mut tensor_lineages = Vec::with_capacity(materialized.len());
    let mut stored_payload_bytes = 0_u64;
    let mut represented_sources = BTreeSet::new();
    for (record, tensor) in materialized.iter().zip(stored.tensors()) {
        if !represented_sources.insert(record.source.tensor_name.as_str()) {
            bail!("stored conversion receipt has duplicate source lineages");
        }
        let inventory = context
            .records
            .get(&record.source.tensor_name)
            .ok_or_else(|| anyhow::anyhow!("stored lineage source is absent from D1 inventory"))?;
        if inventory.source_shape
            != record
                .source
                .shape_outermost_first
                .iter()
                .map(|dimension| usize::try_from(*dimension))
                .collect::<std::result::Result<Vec<_>, _>>()
                .context("stored lineage source dimension is not representable")?
            || inventory.source_dtype != record.source.source_dtype
            || inventory.source_byte_len != record.source.payload_bytes
            || inventory.source_tensor_sha256 != record.source.payload_sha256
            || context.dispositions.get(&record.source.tensor_name)
                != Some(&record.source.disposition)
            || record.source.disposition == ConversionSourceDisposition::Excluded
        {
            bail!("stored lineage source differs from the D1 authority");
        }
        stored_payload_bytes = stored_payload_bytes
            .checked_add(tensor.payload_bytes)
            .context("stored conversion payload byte total overflow")?;
        tensor_lineages.push(StoredTensorLineageReceipt {
            plan_index: record.plan_index,
            hf_tensor_name: record.source.tensor_name.clone(),
            gguf_tensor_name: record.gguf_tensor_name.clone(),
            disposition: record.source.disposition,
            source: record.source.clone(),
            bake_steps: record.bake_steps.clone(),
            stored: StoredTensorPhysicalReceipt {
                tensor_name: tensor.tensor_name.clone(),
                shape_outermost_first: tensor.shape_outermost_first.clone(),
                ggml_wire_type_id: tensor.ggml_wire_type_id,
                ggml_type_name: tensor.ggml_type_name.clone(),
                absolute_payload_offset: tensor.absolute_payload_offset,
                payload_bytes: tensor.payload_bytes,
                payload_sha256: tensor.payload_sha256.clone(),
                converted_f32_bytes_sha256: tensor.converted_f32_bytes_sha256.clone(),
                converted_logical_f32_sha256: tensor.converted_logical_f32_sha256.clone(),
                f16_roundtrip_f32_bytes_sha256: tensor.f16_roundtrip_f32_bytes_sha256.clone(),
                f16_roundtrip_logical_f32_sha256: tensor.f16_roundtrip_logical_f32_sha256.clone(),
                stored_f32_bytes_sha256: tensor.stored_f32_bytes_sha256.clone(),
                stored_logical_f32_sha256: tensor.stored_logical_f32_sha256.clone(),
            },
        });
    }
    let expected_stored_sources: BTreeSet<_> = context
        .dispositions
        .iter()
        .filter_map(|(name, disposition)| {
            (*disposition != ConversionSourceDisposition::Excluded).then_some(name.as_str())
        })
        .collect();
    if represented_sources != expected_stored_sources {
        bail!("stored conversion receipt does not cover every non-excluded D1 source exactly");
    }

    let mut receipt = StoredTensorConversionReceipt {
        schema_version: STORED_TENSOR_CONVERSION_RECEIPT_SCHEMA_VERSION,
        source: context.source().clone(),
        verified_source_manifest_sha256: context.verified_source_manifest_sha256().into(),
        source_inventory_manifest_sha256: context.source_inventory_manifest_sha256().into(),
        tensor_partition_manifest_sha256: context.tensor_partition_manifest_sha256().into(),
        scope: STORED_TENSOR_CONVERSION_SCOPE.into(),
        producer: StoredConversionProducerIdentity {
            package: env!("CARGO_PKG_NAME").into(),
            version: env!("CARGO_PKG_VERSION").into(),
            git_commit: converter_git_commit.into(),
        },
        policy: StoredConversionPolicyIdentity {
            selector: selector.into(),
            quantizer: "hf2q-rust-ggml-round-to-nearest-v1".into(),
            calibration_manifest_sha256: None,
            imatrix_receipt_sha256: None,
            dwq_overlay_sha256: None,
        },
        source_artifacts: source_artifacts.to_vec(),
        gguf_container: ArtifactEvidence {
            artifact_id: "converted_gguf".into(),
            role: "stored_weight_container".into(),
            byte_len: stored.artifact_bytes(),
            sha256: stored.artifact_sha256().into(),
        },
        gguf_metadata_scope: STORED_TENSOR_GGUF_METADATA_SCOPE.into(),
        tensor_lineages,
        excluded_sources: context.excluded_sources().to_vec(),
        stored_tensor_count: stored.tensors().len(),
        stored_payload_bytes,
        receipt_sha256: String::new(),
    };
    receipt = normalized_receipt(&receipt);
    receipt.receipt_sha256 = stored_tensor_conversion_receipt_sha256(&receipt)?;
    validate_stored_tensor_conversion_receipt(&receipt)?;
    Ok(VerifiedSourceToStoredConversion { receipt })
}

pub(crate) fn validate_stored_tensor_conversion_receipt(
    receipt: &StoredTensorConversionReceipt,
) -> Result<()> {
    if receipt.schema_version != STORED_TENSOR_CONVERSION_RECEIPT_SCHEMA_VERSION
        || receipt.scope != STORED_TENSOR_CONVERSION_SCOPE
        || !is_lower_sha256(&receipt.verified_source_manifest_sha256)
        || !is_lower_sha256(&receipt.source_inventory_manifest_sha256)
        || !is_lower_sha256(&receipt.tensor_partition_manifest_sha256)
        || !is_lower_sha256(&receipt.gguf_container.sha256)
        || !is_lower_sha256(&receipt.receipt_sha256)
        || stored_tensor_conversion_receipt_sha256(receipt)? != receipt.receipt_sha256
    {
        bail!("stored conversion receipt identity or self-hash is invalid");
    }
    if receipt.gguf_container.artifact_id != "converted_gguf"
        || receipt.gguf_container.role != "stored_weight_container"
        || receipt.gguf_container.byte_len == 0
        || receipt.gguf_metadata_scope != STORED_TENSOR_GGUF_METADATA_SCOPE
    {
        bail!("stored conversion receipt output artifact is invalid");
    }
    if receipt.producer.package != env!("CARGO_PKG_NAME")
        || receipt.producer.version != env!("CARGO_PKG_VERSION")
        || !is_lower_git_sha(&receipt.producer.git_commit)
        || !matches!(receipt.policy.selector.as_str(), "q4_k_m" | "q8_0")
        || receipt.policy.quantizer != "hf2q-rust-ggml-round-to-nearest-v1"
    {
        bail!("stored conversion receipt producer or policy identity is invalid");
    }
    if receipt.source_artifacts.len() > MAX_STORED_TENSOR_RECEIPT_ITEMS
        || receipt.tensor_lineages.len() > MAX_STORED_TENSOR_RECEIPT_ITEMS
        || receipt.excluded_sources.len() > MAX_STORED_TENSOR_RECEIPT_ITEMS
    {
        bail!("stored conversion receipt collection count exceeds the v1 bound");
    }
    let mut artifact_ids = BTreeSet::new();
    if receipt.source_artifacts.is_empty()
        || receipt.source_artifacts.iter().any(|artifact| {
            artifact.artifact_id.is_empty()
                || artifact.role != "source_safetensors_shard"
                || artifact.byte_len == 0
                || !is_lower_sha256(&artifact.sha256)
                || !artifact_ids.insert(artifact.artifact_id.as_str())
        })
    {
        bail!("stored conversion receipt source artifacts are invalid");
    }
    if receipt.policy.calibration_manifest_sha256.is_some()
        || receipt.policy.imatrix_receipt_sha256.is_some()
        || receipt.policy.dwq_overlay_sha256.is_some()
    {
        bail!("stored conversion receipt v1 does not admit calibrated or DWQ state");
    }
    if receipt.stored_tensor_count == 0
        || receipt.stored_tensor_count != receipt.tensor_lineages.len()
    {
        bail!("stored conversion receipt tensor count is invalid");
    }
    let mut plan_indices = BTreeSet::new();
    let mut source_names = BTreeSet::new();
    let mut gguf_names = BTreeSet::new();
    let mut payload_bytes = 0_u64;
    for (canonical_index, lineage) in receipt.tensor_lineages.iter().enumerate() {
        if lineage.plan_index != canonical_index
            || !plan_indices.insert(lineage.plan_index)
            || !source_names.insert(lineage.hf_tensor_name.as_str())
            || !gguf_names.insert(lineage.gguf_tensor_name.as_str())
            || lineage.hf_tensor_name != lineage.source.tensor_name
            || lineage.gguf_tensor_name != lineage.stored.tensor_name
            || lineage.disposition != lineage.source.disposition
        {
            bail!("stored conversion receipt lineage identity is invalid");
        }
        if !artifact_ids.contains(lineage.source.artifact_id.as_str()) {
            bail!("stored conversion source tensor refers to an unknown artifact");
        }
        let source_hashes = [
            lineage.source.payload_sha256.as_str(),
            lineage.source.decoded_f32_bytes_sha256.as_str(),
            lineage.source.decoded_logical_f32_sha256.as_str(),
        ];
        let stored_hashes = [
            lineage.stored.payload_sha256.as_str(),
            lineage.stored.converted_f32_bytes_sha256.as_str(),
            lineage.stored.converted_logical_f32_sha256.as_str(),
            lineage.stored.stored_f32_bytes_sha256.as_str(),
            lineage.stored.stored_logical_f32_sha256.as_str(),
        ];
        if lineage.source.shape_outermost_first.is_empty()
            || lineage.stored.shape_outermost_first.is_empty()
            || lineage.source.payload_bytes == 0
            || lineage.stored.payload_bytes == 0
            || source_hashes.into_iter().any(|hash| !is_lower_sha256(hash))
            || stored_hashes.into_iter().any(|hash| !is_lower_sha256(hash))
        {
            bail!("stored conversion receipt lineage hashes or geometry are invalid");
        }
        let f16_pair = (
            lineage.stored.f16_roundtrip_f32_bytes_sha256.as_deref(),
            lineage.stored.f16_roundtrip_logical_f32_sha256.as_deref(),
        );
        let has_f16_roundtrip = match f16_pair {
            (None, None) => false,
            (Some(raw), Some(logical)) if is_lower_sha256(raw) && is_lower_sha256(logical) => true,
            _ => bail!("stored conversion receipt has an incomplete F16 roundtrip"),
        };
        let quantized = !matches!(
            lineage.stored.ggml_type_name.as_str(),
            "f32" | "f16" | "bf16" | "i16" | "i32"
        );
        if quantized != has_f16_roundtrip {
            bail!("stored conversion receipt F16 roundtrip does not match its wire type");
        }
        if lineage.bake_steps.iter().any(|step| {
            !is_lower_sha256(&step.input_f32_bytes_sha256)
                || !is_lower_sha256(&step.input_logical_f32_sha256)
                || !is_lower_sha256(&step.output_f32_bytes_sha256)
                || !is_lower_sha256(&step.output_logical_f32_sha256)
                || !is_lower_sha256(&step.step_sha256)
        }) {
            bail!("stored conversion receipt bake evidence is invalid");
        }
        payload_bytes = payload_bytes
            .checked_add(lineage.stored.payload_bytes)
            .context("stored conversion receipt payload total overflow")?;
    }
    if payload_bytes != receipt.stored_payload_bytes {
        bail!("stored conversion receipt payload total does not reproduce");
    }
    let excluded_names: BTreeSet<_> = receipt
        .excluded_sources
        .iter()
        .map(|source| source.tensor_name.as_str())
        .collect();
    if excluded_names.len() != receipt.excluded_sources.len()
        || excluded_names
            .iter()
            .any(|name| source_names.contains(name))
    {
        bail!("stored conversion receipt exclusions are duplicate or also stored");
    }
    Ok(())
}

pub(crate) fn tensor_conversion_receipt_path(output: &Path) -> PathBuf {
    let mut name = output.as_os_str().to_os_string();
    name.push(".tensor-conversion.json");
    PathBuf::from(name)
}

pub(crate) struct PreparedTensorConversionReceipt {
    temporary: tempfile::NamedTempFile,
    path: PathBuf,
}

pub(crate) fn prepare_tensor_conversion_receipt(
    output: &Path,
    verified: &VerifiedSourceToStoredConversion,
) -> Result<PreparedTensorConversionReceipt> {
    validate_stored_tensor_conversion_receipt(verified.receipt())?;
    let path = tensor_conversion_receipt_path(output);
    let parent = path.parent().unwrap_or_else(|| Path::new("."));
    std::fs::create_dir_all(parent)?;
    let mut temporary = tempfile::NamedTempFile::new_in(parent)?;
    serde_json::to_writer_pretty(&mut temporary, verified.receipt())?;
    temporary.write_all(b"\n")?;
    temporary.as_file().sync_all()?;
    let receipt_bytes = temporary.as_file().metadata()?.len();
    if receipt_bytes == 0 || receipt_bytes > MAX_STORED_TENSOR_CONVERSION_RECEIPT_BYTES {
        bail!("stored conversion receipt serialized size exceeds the v1 bound");
    }
    Ok(PreparedTensorConversionReceipt { temporary, path })
}

pub(crate) fn promote_tensor_conversion_receipt(
    prepared: PreparedTensorConversionReceipt,
) -> Result<PathBuf> {
    prepared
        .temporary
        .persist(&prepared.path)
        .map_err(|error| error.error)?;
    Ok(prepared.path)
}

pub(crate) fn clear_stale_tensor_conversion_receipt(output: &Path) -> Result<()> {
    match std::fs::remove_file(tensor_conversion_receipt_path(output)) {
        Ok(()) => Ok(()),
        Err(error) if error.kind() == std::io::ErrorKind::NotFound => Ok(()),
        Err(error) => Err(error.into()),
    }
}