Updated 59 min ago · first seen 11 Sept 2026
model_01M294XK1SXVWC6SCBKXJB902M
- Parameters
- 12B
- T2 · 1 h ago
- Released
- 20 Jul 2026
- T2 · 1 h ago
- License
- other
- T2 · 1 h ago
Specification
- Release date
- 20 Jul 2026
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Openness
- open-weights
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- License
- other
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Parameters
- 12B
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Base model
- kai-os/Grug-12B
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Quantization
- BF16, IQ2_M, IQ2_S, IQ3_M, IQ3_XS, IQ3_XXS, IQ4_NL, IQ4_XS, Q2_K, Q2_K_L, Q3_K_L, Q3_K_M, Q3_K_S, Q3_K_XL, Q4_0, Q4_1, Q4_K_L, Q4_K_M, Q4_K_S, Q5_K_L, Q5_K_M, Q5_K_S, Q6_K, Q6_K_L, Q8_0
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Quantization format
- gguf
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Hugging Face repo
- bartowski/kai-os_Grug-12B-GGUF
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Pipeline tag
- any-to-any
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Model card
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Downloads
- 241,532
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 59 min agomedium
- Likes
- 2
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 59 min agomedium
- Datasets
- hotdogs/uka-glm-5.2, Scale-or-Reason/general-reasoning-ift-pairs, samcheng0/lumia-reasoning-sft-v1, HSH-Intelligence/verified-math-reasoning-3k, kd13/CodeDebug-Instruct-v2-Reasoning, Madarabr/cortex-adaptive-thinking, CL-From-Nothing/code_rose_initial_1_7B_SFT_10K_rollouts_Qwen3-4B-Thinking-2507_k12_t0.7_maxtok12288
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Gated
- No
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Is quantized
- Yes
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Last modified
- 2026-07-20T06:19:26+00:00
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Library name
- transformers
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Downloads all time
- 262,543
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 59 min agomedium
- Quantized by
- bartowski
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Tags
- transformers, gguf, safetensors, fine-tuned, qlora, reasoning, compact-reasoning, gemma-4, any-to-any, model-index
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Each value shows its source, tier and observation time. Conflicting claims are kept side by side and flagged — never averaged. How AI Atlas records facts →
Provenance
Attributed facts
20
Source tiers
T220
Freshest observation
59 min ago
Conflicts
None
Modalities
Modalities unavailable.
Capabilities
Tool calling
Unavailable
Structured output
Unavailable
Reasoning
Unavailable
Vision
Unavailable
Audio
Unavailable
Fine-tuning available
Unavailable
No capability flags have been observed from a source yet — we do not infer them.
No structured attributes yet.
No benchmark results recorded
Current prices
No current prices recorded
Price history
Memory need = bytes per parameter (4-bit ≈ 0.5 × 1.15 overhead, 8-bit 1.0, fp16 2.0) + a KV-cache allowance. Not a measurement.
| Hardware | Quantization | Memory | Est. need | Fits |
|---|---|---|---|---|
| Apple M3 Ultra | 4bit | — | 7.4 GB | Yes |
| AMD Instinct MI325X | 4bit | 256 GB | 7.4 GB | Yes |
| AMD Instinct MI300X | 4bit | 192 GB | 7.4 GB | Yes |
| Apple M2 Ultra | 4bit | — | 7.4 GB | Yes |
| NVIDIA B200 | 4bit | 180 GB | 7.4 GB | Yes |
| NVIDIA H200 | 4bit | 141 GB | 7.4 GB | Yes |
| Apple M1 Ultra | 4bit | — | 7.4 GB | Yes |
| Apple M3 Max | 4bit | — | 7.4 GB | Yes |
| Apple M4 Max | 4bit | — | 7.4 GB | Yes |
| NVIDIA DGX Spark | 4bit | 128 GB | 7.4 GB | Yes |
| Apple M2 Max | 4bit | — | 7.4 GB | Yes |
| NVIDIA A100 80GB | 4bit | 80 GB | 7.4 GB | Yes |
| NVIDIA H100 SXM | 4bit | 80 GB | 7.4 GB | Yes |
| Apple M1 Max | 4bit | — | 7.4 GB | Yes |
| Apple M4 Pro | 4bit | — | 7.4 GB | Yes |
| Apple M3 Pro | 4bit | — | 7.4 GB | Yes |
| Apple M1 Pro | 4bit | — | 7.4 GB | Yes |
| Apple M2 Pro | 4bit | — | 7.4 GB | Yes |
| Apple M4 | 4bit | — | 7.4 GB | Yes |
| NVIDIA GeForce RTX 5090 | 4bit | 32 GB | 7.4 GB | Yes |
| Apple M2 | 4bit | — | 7.4 GB | Yes |
| Apple M3 | 4bit | — | 7.4 GB | Yes |
| NVIDIA GeForce RTX 3090 | 4bit | 24 GB | 7.4 GB | Yes |
| NVIDIA GeForce RTX 4090 | 4bit | 24 GB | 7.4 GB | Yes |
| Apple M1 | 4bit | — | 7.4 GB | Yes |
Ancestors 1
- Grug-12Bkai-os
This model
bartowski/kai-os_Grug-12B-GGUF
12B params
Quantizations 0
None recorded.
Descendants 0
None recorded.
Papers 0
No papers linked yet.
Repositories 0
No repositories linked yet.
As of
Rewind the record: see this entity's attributes exactly as AI Atlas knew them on a given day.
Claim history · Hugging Face repo
Hugging Face repohf_repo1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| bartowski/kai-os_Grug-12B-GGUF | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Claims are temporal and append-only: a new observation closes the previous claim (valid_to) instead of overwriting it. Conflicting claims from different sources are kept side by side and flagged — never averaged. Methodology →
bartowski/kai-os_Grug-12B-GGUF: parameter count changed from 11907350576 to 12000000000
Parameters11.9B→12BhuggingfaceNew model: bartowski/kai-os_Grug-12B-GGUF (bartowski)
huggingface
| Source | Document | Type | Tier | Last observed | Snapshots |
|---|---|---|---|---|---|
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/bartowski/kai-os_Grug-12B-GGUF/raw/main/README.md | model_card | T2· Quality secondary | 8 min ago | 1 |
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/bartowski/kai-os_Grug-12B-GGUF | model_page | T2· Quality secondary | 59 min ago | 2 |
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/models?author=bartowski&p=0&sort=downloads | listing | T2· Quality secondary | 1 h ago | 2 |
Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.