Datasets:
Formats:
json
Size:
1K - 10K
Tags:
Mixture of Experts
structural-analysis
grok-1
model-dissection
research-experiment
personal-research
License:
| license: apache-2.0 | |
| pretty_name: "xai-dissect Grok-1 structural parse artifacts" | |
| size_categories: | |
| - n<1K | |
| annotations_creators: | |
| - machine-generated | |
| tags: | |
| # Discovery-first (custom tags; avoid format noise like json/jsonl) | |
| - moe | |
| - structural-analysis | |
| - grok-1 | |
| - model-dissection | |
| - research-experiment | |
| - personal-research | |
| - mixture-of-experts | |
| - expert-routing | |
| - weight-analysis | |
| - structural-inventory | |
| - checkpoint-inventory | |
| - checkpoint-parse | |
| - model-introspection | |
| - open-weights | |
| - xai | |
| - xai-org/grok-1 | |
| - xai-dissect | |
| configs: | |
| - config_name: tensors | |
| data_files: | |
| - split: train | |
| path: data/tensors.jsonl | |
| - config_name: conversion | |
| data_files: | |
| - split: train | |
| path: data/conversion.jsonl | |
| - config_name: routing_critical | |
| data_files: | |
| - split: train | |
| path: data/routing_critical.jsonl | |
| dataset_info: | |
| - config_name: tensors | |
| features: | |
| - name: tensor_index | |
| dtype: int64 | |
| - name: shard_path | |
| dtype: string | |
| - name: shard_ordinal | |
| dtype: int64 | |
| - name: role | |
| dtype: string | |
| - name: dtype | |
| dtype: string | |
| - name: shape | |
| sequence: int64 | |
| - name: nbytes | |
| dtype: int64 | |
| - name: kind | |
| dtype: string | |
| - name: block_index | |
| dtype: int64 | |
| - name: block_slot | |
| dtype: int64 | |
| - name: model_family | |
| dtype: string | |
| - name: checkpoint_ref | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_examples: 770 | |
| - config_name: conversion | |
| features: | |
| - name: tensor_index | |
| dtype: int64 | |
| - name: tensor_name | |
| dtype: string | |
| - name: structural_name | |
| dtype: string | |
| - name: kind | |
| dtype: string | |
| - name: region | |
| dtype: string | |
| - name: dtype | |
| dtype: string | |
| - name: shape | |
| sequence: int64 | |
| - name: numel | |
| dtype: int64 | |
| - name: byte_len | |
| dtype: int64 | |
| - name: shard_index | |
| dtype: int64 | |
| - name: source_shard_path | |
| dtype: string | |
| - name: packing_policy | |
| dtype: string | |
| - name: protected_reason | |
| dtype: string | |
| - name: model_family | |
| dtype: string | |
| - name: checkpoint_ref | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_examples: 770 | |
| - config_name: routing_critical | |
| splits: | |
| - name: train | |
| num_examples: 64 | |
| # Grok-1 structural parse artifacts (personal research) | |
| **Personal research tooling output** — not a product release and not a hybrid-quantization | |
| implementation. Structural parse of open Grok-1 checkpoint shards (tensor inventory, MoE | |
| expert layout, routing-critical tensors, conversion policies, reports) produced by the | |
| [rmems/xai-dissect](https://github.com/rmems/xai-dissect) **weight parser**. | |
| This is **not** a copy of the model weights, **not** a finetune, **not** an inference | |
| runtime, and **does not implement hybrid quantization**. | |
| ## Related research (ternary packing / route preservation) | |
| Follow-on personal research from [rmems/grok-ozempic](https://github.com/rmems/grok-ozempic), | |
| packaged by **Grok Build: Grok 4.5 (high)**: | |
| | Dataset | What | | |
| |---------|------| | |
| | [`rmems/grok-1-ternary-quant-experiments`](https://huggingface.co/datasets/rmems/grok-1-ternary-quant-experiments) | Experiment reports, τ sweeps, block-0 forward & multi-block chain metrics | | |
| | [`rmems/grok-1-goz1-packs`](https://huggingface.co/datasets/rmems/grok-1-goz1-packs) | Binary GOZ1 packs (v1 + v3) derived from open Grok-1 | | |
| Collection: [Grok-1 dissection and ternary packing](https://huggingface.co/collections/rmems/grok-1-dissection-and-ternary-packing-6a7927095f6a7ca444f003af). | |
| Those repos measure **route preservation under ternary packing**; this dataset remains | |
| **parser / inventory only** and does not implement hybrid quantization. | |
| ## Purpose / research context | |
| These files are **personal experiment artifacts**. They were collected with `xai-dissect` to: | |
| 1. Map open [`xai-org/grok-1`](https://huggingface.co/xai-org/grok-1) `ckpt-0` shard layout | |
| (770 tensors, MoE experts, routers, norms). | |
| 2. Inventory **packing already present in the open checkpoint** (many expert/attention | |
| shards ship as int8 packs under names like `quant.weight` in the official release). | |
| 3. Support **offline personal research** toward hybrid quantization / routing-preserving | |
| packing ideas — as **parser ground truth**, not as a shipped quantizer. | |
| If you are looking for a hybrid quantization system, this dataset is the wrong place: it | |
| is only the dissection metadata from running a personal parser over the public weights. | |
| ### About packing labels in the data | |
| | Where | What you will see | | |
| |--------|-------------------| | |
| | **Dataset Viewer** (`data/*.jsonl`) | Viewer-friendly names: `packed_weight`, `packing_policy`, `attention_projection_i8` | | |
| | **Full `artifacts/` tree** | **Native xai-dissect / checkpoint vocabulary** may still say `quant_weight`, `quant_policy`, `quant.weight`, etc. | | |
| Those native strings describe **how the open Grok-1 checkpoint is already packed**, not a | |
| claim that this project applied hybrid quantization. | |
| ## Source weights | |
| | Field | Value | | |
| |--------|--------| | |
| | Hub model | [`xai-org/grok-1`](https://huggingface.co/xai-org/grok-1) | | |
| | Checkpoint | `ckpt-0` (770 shards) | | |
| | Portable ref in files | `xai-org/grok-1:ckpt-0` | | |
| ```bash | |
| hf download xai-org/grok-1 --include "ckpt-0/*" --local-dir checkpoints | |
| ``` | |
| Upstream open-weights code: [xai-org/grok-1](https://github.com/xai-org/grok-1). | |
| ## Dataset configs (Hub viewer) | |
| | Config | Rows | Description | | |
| |--------|------|-------------| | |
| | `tensors` | 770 | Flat tensor inventory rows (`data/tensors.jsonl`; roles use `packed_weight` for int8 packs) | | |
| | `conversion` | 770 | Per-tensor structural names + `packing_policy` | | |
| | `routing_critical` | 64 | Routing-critical tensor summaries | | |
| ```python | |
| from datasets import load_dataset | |
| tensors = load_dataset("rmems/grok-1-dissect-artifacts", "tensors", split="train") | |
| print(tensors[0]) | |
| ``` | |
| ## Full artifacts tree | |
| Complete path-scrubbed JSON/Markdown from run `grok1_run3_20260802T023050Z` | |
| (tool-native field names; see packing note above): | |
| ```text | |
| artifacts/grok1_run3_20260802T023050Z/ | |
| exports/xai-grok-1-ckpt-0/ # inventory, experts, routing, stats (+ findings) | |
| manifests/xai-grok-1-ckpt-0/ # conversion, coverage, routing plans | |
| reports/xai-grok-1-ckpt-0/ # Markdown reports | |
| RUN_ID.txt | |
| ``` | |
| Also included: | |
| - `provenance.json` — purpose, source model, parser, exclusions, packaging attribution | |
| - `dataset_card.json` — machine-readable card summary | |
| - `file_manifest.json` — path + size + sha256 for every published file | |
| ## Architecture snapshot (from inventory) | |
| | Hyperparameter | Value | | |
| |----------------|-------| | |
| | `vocab_size` | 131072 | | |
| | `d_model` | 6144 | | |
| | `n_experts` | 8 | | |
| | `d_ff` | 32768 | | |
| | `n_blocks` | 64 | | |
| | shards / tensors | 770 | | |
| ## What is excluded | |
| - Downstream **planning** surfaces that sketched future packing pilots (`quant-plan`, | |
| `pilot-selection-plan`) — those are not part of this personal research drop | |
| - Weight tensors / checkpoint blobs | |
| - Host-absolute paths and usernames (all refs use portable `xai-org/grok-1:ckpt-0/...`) | |
| - Local run logs and comparison notes | |
| - Unrelated local campaign side outputs | |
| ## How it was produced | |
| 1. Run personal [xai-dissect](https://github.com/rmems/xai-dissect) tooling against open | |
| Grok-1 `ckpt-0` shards. | |
| 2. Keep structural parser surfaces only (inventory / experts / routing / stats + manifests). | |
| 3. Scrub absolute host paths to portable Hub refs. | |
| 4. Emit flat JSONL tables for the Dataset Viewer (viewer-friendly packing field names). | |
| 5. Publish as a research dump of parser output — not as a hybrid-quant product. | |
| ## Citation | |
| If you use this dataset, please also cite the source weights: | |
| ```bibtex | |
| @misc{grok1_dissect_artifacts, | |
| title = {Grok-1 structural parse artifacts (personal research)}, | |
| author = {rmems}, | |
| year = {2026}, | |
| url = {https://huggingface.co/datasets/rmems/grok-1-dissect-artifacts}, | |
| note = {Personal xai-dissect parser output; not hybrid quant; weights from xai-org/grok-1} | |
| } | |
| @misc{grok1, | |
| title = {Grok-1}, | |
| author = {xAI}, | |
| year = {2024}, | |
| url = {https://huggingface.co/xai-org/grok-1} | |
| } | |
| ``` | |
| ## License | |
| Apache-2.0 (artifact packaging), matching the open Grok-1 weights license on the Hub. | |
| The parser repository may use a different license; this package contains derived | |
| structural metadata only. | |
| ## Attribution | |
| Dataset packaging, path scrubbing, Hub layout, and card authoring: | |
| **Grok Build: Grok 4.5 (high)**. | |