OTel-2.0-LLM-31B-IT
> Versioning notice: This card describes the current OTel 2.0 OSFT checkpoint. The model weights may be updated over time. For reproducible evaluation or production deployment, pin a specific model revision, checkpoint hash, or release tag rather than relying on the floating latest version.
Params
31.3 B
Context
262,144
Downloads 30d
6.9 M
Likes
20
Download history
daily snapshots · 52 days
▲ 657 K in the last 30 days (10.5%)
7.6 M6.5 M
Aug 22Sep 1Sep 11Sep 20
7.6 M1.8 M
Jul 31Aug 17Sep 3Sep 20
Can you run it?
Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.
| File | Quant | Size | Est. VRAM | Verdict on RTX 4090 · 24 GB |
|---|---|---|---|---|
| model.safetensors | bf16 | 126.8 GB | 144.6 GB | ❌ Won’t fit |
| model.safetensors (bf16, full) | bf16 + 256K ctx | 126.8 GB | 290.0 GB | ❌ Won’t fit |
Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.
Run it
copy-paste, exact tags checked against the Hub$ curl -s https://aimodelscomparison.com/api/v1/models/otel-2-0-llm-31b-it
{
"hf_id": "farbodtavakkoli/OTel-2.0-LLM-31B-IT",
"params_b": 31.27,
"context_length": 262144,
"license": { "id": "apache-2.0", "commercial": "yes" },
"downloads_30d": 6916354,
"vram_estimates": [
{ "quant": "bf16", "gb": 144.6 }
],
"updated_at": "2026-09-09T01:00:06Z"
}
Specifications
- Architecture
- Gemma4ForConditionalGeneration
- Parameters
- 31.3 B
- Tensor type
- BF16
- Context length
- 262,144
- Licence
- apache-2.0
- First seen on the Hub
- 2026-07-23
- Base model
- gemma-4-31B-it
- Training datasets
- undisclosed
- Added to our catalog
- 2026-07-31
Family
Base model and the most-downloaded derivatives in the catalog.
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