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Can the Intel Celeron J4125 / J4105 NAS (4 GB) run TMax 2B?

33Basic quality (D) · 33 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 59/100 (quality, fit, speed and memory use) sets the ranking.

Yes, but slowly (tight fit)

Slow (tight fit). At Q3_K_M it needs about 1.8 GB of 2.0 GB usable, with an estimated speed of 5.6 tok/s.

Best quant
Q3_K_M
Generation speed
5.6 tok/s
Prompt processing
5.3 tok/s
First token (1K prompt)
192.5 s
Largest safe context
25K

Download TMax 2B

Original weights · Hugging Face

Full-precision files from Ai2, for fine-tuning, vLLM, Transformers.

huggingface.co/allenai/tmax-2b (opens in a new tab)

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Links checked 2 days ago against Hugging Face, Ollama and GitHub.

How it’s rated

Quality 33Basic quality (D) · 33 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 59/100 (quality, fit, speed and memory use) sets the ranking.
How capable the model itself is at Q3_K_M, from its editorial quality tier scaled by the quantization or precision. It’s the same on any hardware that runs this variant. Scale: A+ 85+ · A 70+ · B 55+ · C 40+ · D under 40.
Runs Slowtight fit
How well it runs on the Intel Celeron J4125 / J4105 NAS (4 GB): speed, capped by how well it fits in memory. Runs great: 30+ tokens/s (or near the image, video or decision speed target) · Runs well: 10+ tokens/s · Slow: 3+ tokens/s · Very slow: under 3 · Won’t run: doesn’t fit even with offload. A tight fit or RAM offload caps it at Runs well; heavy offload caps it at Slow.

Match score

To order lists, each result also gets a match score out of 100 from four parts. It favors the most capable model that still runs well.

Model qualityEditorial quality tier of the model, scaled by the quantization or precision used.15.1 / 45
Memory fitFull marks when the model fits in the share of the NAS’s memory that models can use (the rest stays with the NAS system and its storage services); fewer when it goes past that limit.24.0 / 25
SpeedGeneration speed against a 40 tokens/s target for LLMs, or render time against a target for image and video.5.6 / 15
Memory useRewards using the memory you have, so a bigger, better variant beats a tiny one that leaves most memory idle.15.0 / 15
Match score59.7 / 100

The match score orders results; it is not shown as a grade. Quality and Runs are the two ratings in the tables.

Every quantization on the Intel Celeron J4125 / J4105 NAS (4 GB)

Quant Memory needed Available Speed Runs Quality Download
Q2_K 1.6 GB 2.0 GB 7.1 tok/s Slow 28Basic quality (D) · 28 of 100: how capable the model is at Q2_K, whatever it runs on. Match score 58/100 (quality, fit, speed and memory use) sets the ranking. All files (opens in a new tab)
Q3_K_M 1.8 GB 2.0 GB 5.6 tok/s Slowtight fit 33Basic quality (D) · 33 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 59/100 (quality, fit, speed and memory use) sets the ranking. All files (opens in a new tab)
Q4_K_M 2.0 GB 2.0 GB 3.7 tok/s Slowover memory limit 38Basic quality (D) · 38 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 46/100 (quality, fit, speed and memory use) sets the ranking. All files (opens in a new tab)
Q5_K_M 2.2 GB 2.0 GB 3.1 tok/s Slowover memory limit 38Basic quality (D) · 38 of 100: how capable the model is at Q5_K_M, whatever it runs on. Match score 46/100 (quality, fit, speed and memory use) sets the ranking. All files (opens in a new tab)
Q6_K 2.4 GB 2.0 GB 2.6 tok/s Very slowfar over memory limit 39Basic quality (D) · 39 of 100: how capable the model is at Q6_K, whatever it runs on. Match score 40/100 (quality, fit, speed and memory use) sets the ranking. All files (opens in a new tab)
Q8_0 2.9 GB 2.0 GB — Won't run 40Fair quality (C) · 40 of 100: how capable the model is at Q8_0, whatever it runs on. Match score 5/100 (quality, fit, speed and memory use) sets the ranking. All files (opens in a new tab)
F16 4.6 GB 2.0 GB — Won't run 40Fair quality (C) · 40 of 100: how capable the model is at F16, whatever it runs on. Match score 5/100 (quality, fit, speed and memory use) sets the ranking. Original weights (opens in a new tab)

Memory figures assume 8K of context. Longer conversations or documents grow the KV cache.

Other hardware that runs it

Quick answers

How much memory does TMax 2B need on the Intel Celeron J4125 / J4105 NAS 4GB?

At Q3_K_M it needs about 1.8 GB. The Intel Celeron J4125 / J4105 NAS 4GB has 2.0 GB usable.

How fast is TMax 2B on the Intel Celeron J4125 / J4105 NAS 4GB?

About 5.6 tok/s at Q3_K_M, an estimate from the hardware’s memory bandwidth and the size of the model.

Which quantization of TMax 2B should I use on the Intel Celeron J4125 / J4105 NAS 4GB?

Q3_K_M. Of the versions that fit, it is the one that runs best; when two run equally well, the check prefers the higher-rated one.

Estimates come from published hardware specs and our open formulas, not from running the model on your machine. Real speed varies with runtime, drivers and settings. Numbers marked “Measured” come from a linked benchmark.

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