// InternLM / Intern-S · Text LLM
Atria-Dawn-Preview: VRAM & local deployment
753.3B (MoE) parameters. About 504 GB at 4-bit and 1.66 TB at BF16 with one 8K-token request.
released 2026-09-11licence: Commercial OKmemory figures are estimates
01Specs
| Publisher | Shanghai AI Lab · internlm |
|---|---|
| Family / series | InternLM / Intern-S · Atria-Dawn-Preview |
| Type | Text LLM |
| Parameters | 753.3B (MoE) Source: counted from official safetensors weights |
| Context length | 1M tokens (1,048,576)max_position_embeddings in config.json |
| Architecture | 78 layers · MLA · MoE |
| Released weights | BF16 · 1.51 TBdownload |
| Licence | MIT · Commercial OKPermissive licence (Apache-2.0 / MIT / CC-BY / OpenMDW): commercial use allowed. |
| Released | 2026-09-11 (Hugging Face repo created) |
02How much VRAM it needs (estimate)
Total = weights + 10% + 0.5GB overhead + KV cache for one request (FP16 KV). More concurrent users multiply the KV column.
| Precision | Weights | Total @ 8K | Total @ 32K | Total @ 128K | Smallest GPU | Mac |
|---|---|---|---|---|---|---|
| BF16 / FP16 (original) | 1.51 TB | 1.66 TB | 1.66 TB | 1.67 TB | 8 × B300 (2,304GB) | — |
| FP8 / INT8 / Q8_0 | 800 GB | 882 GB | 884 GB | 893 GB | 8 × H200 (1,128GB) | — |
| 4-bit (Q4_K_M / AWQ / GPTQ-Int4) | 457 GB | 504 GB | 506 GB | 515 GB | 8 × H100 (640GB) | — |
KV cache per request: 8K 0.7 GB · 32K 2.9 GB · 128K 11.8 GB
Bits per weight: BF16 16, FP8 8.5, 4-bit 4.85. “Fits” = total ≤ 90% of memory; Mac GPU can use ~2/3 of unified memory (≤36GB) or ~3/4 (larger). For MoE, all experts must be in memory, so size by total parameters. Method →
03How to run it
Only runtimes the publisher or the runtime’s official library names for this model.
- vLLM — mentioned in the official model card
- SGLang — mentioned in the official model card
04Official repositories & quantised builds
2 official repo(s) from internlm.
05Other InternLM / Intern-S models
All 12 →| Model | Params | 4-bit total | Released |
|---|---|---|---|
| Intern-S2-397B | 403.4B | 270 GB | 2026-09-13 |
| Intern-S2-Mobius | 36B | 24.7 GB | 2026-07-29 |
| Intern-S2-Preview | 36.1B | 24.7 GB | 2026-05-15 |
| Intern-S1-Pro | 1T / 22B | 669 GB | 2026-02-02 |
| Intern-S1-mini | 8.54B | 7.4 GB | 2025-08-18 |
| Intern-S1 | 240.7B | 163 GB | 2025-07-24 |
| internlm3-8b-instruct | 8.8B | 6.8 GB | 2025-01-13 |
| internlm2_5-1_8b-chat | 1.89B | 2.6 GB | 2024-07-30 |
06Sources
Data checked 2026-09-16. Parameters, context and licence are copied from the official repository; memory figures are our estimates.