OTel-2.0-LLM-31B-IT
Q4 GGUF download: wfakhri/OTel-2.0-LLM-31B-IT-GGUF - 18.69 GB on disk, read 2026-09-27. VRAM figures above are estimates; this is the actual file size.
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Deep dive
Notes, sources, and the full write-up
OTel-2.0-LLM-31B-IT is a 32.1B-parameter apache-2.0 model from farbodtavakkoli. At Q4_K_M it needs roughly 19 GB of VRAM, placing it in the 12–24 GB GPU hardware tier.
PopularityLink to this section
OTel-2.0-LLM-31B-IT has 2,132,062 downloads in the last month on HuggingFace and 4 likes.
Frequently asked
Quick answers to common questions
How much VRAM does OTel-2.0-LLM-31B-IT need?
OTel-2.0-LLM-31B-IT with 32.1B parameters needs approximately 19 GB at Q4_K_M quantization. Use our VRAM calculator for an exact estimate.
Is OTel-2.0-LLM-31B-IT better than other farbodtavakkoli models?
OTel-2.0-LLM-31B-IT has 32.1B parameters with 262,144 context - a strong choice for general use.
What license is OTel-2.0-LLM-31B-IT under?
OTel-2.0-LLM-31B-IT is released under the apache-2.0 license, making it suitable for most commercial and personal projects.
What hardware runs OTel-2.0-LLM-31B-IT well?
With 32.1B parameters, OTel-2.0-LLM-31B-IT requires adequate VRAM. High-end GPUs like the RTX 4090 (24GB), RTX 5090 (32GB), or Mac Studio with unified memory are good options. Check our hardware directory for specific recommendations.
What is the best quantization for OTel-2.0-LLM-31B-IT?
Q4_K_M is the recommended sweet spot - ~98% of FP16 quality at ~27% of the size. Q5_K_M (~23 GB) is an option if you have spare VRAM. Use our VRAM calculator to compare.
How long can OTel-2.0-LLM-31B-IT's context window handle?
OTel-2.0-LLM-31B-IT supports a 262,144-token context window - enough for very long documents, codebases, or multi-turn conversations. Real-world usable context may vary by implementation.
What models compete with OTel-2.0-LLM-31B-IT?
OTel-2.0-LLM-31B-IT competes with other 16B–48B. Browse our model directory for comparisons, benchmarks, and community reviews to find the best fit.
Nearby options
Similar models and compatible hardware by spec