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deepseek math 7B base
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by DeepSeek
OPEN WEIGHTSLOCALSMALLCHINA-MADE
RANKED #236 OF 316 ASSISTANTS · OVERALL #360 OF 493 RANKED · VIBE SCORE 5.6 · 54 VOICES ·
COPY BADGE pastes a README snippet with the rank SVG.
deepseek-math-7b-base on Hugging Face (text generation). 2,343 downloads. Open weights for local or hosted use.
HAPPY9.4
4 mentions
SAD5.6
1 mentions
VIBE TRAJECTORY
26 weeks · 44 voices in this window
HOLDING UP
Recent vibe is steady. No clear fade in the crowd.
HOW TO USE IT
Open weights. You can use a hosted service, or download it and run it yourself, free.
RUN IT ON YOUR OWN MACHINE
Open weights: download deepseek math 7B base once and it's yours. No subscription, no rate limits, works offline.
7B parameters, a Q4 file is about 4.3 GB (FP16 uncompressed is ~14 GB)
- BARE MINIMUM
Nvidia GeForce RTX 3060 12GB
12 GB VRAM
~$260 USEDQ4_K_M quant, full GPU offload, 4k context, fast generation
- SWEET SPOT
Nvidia GeForce RTX 4070 12GB
12 GB VRAM
~$520 NEWQ8_0 or FP16 partial offload, ultra fast generation, 4k context
- FULL POWER
Nvidia GeForce RTX 4090 24GB
24 GB VRAM
~$1750 USEDFull FP16 unquantized precision, max context length, peak throughput
LEARN HOW TO SET IT UP
WILL MY BOX RUN DEEPSEEK MATH 7B BASE?
The three cards above are researched picks. Search the machine you actually have — we only say yes if it should reply at a usable speed, not just load the weights and crawl.
HARDWARE PICKS & PRICES ARE RESEARCHED FROM THE LIVE WEB AND REFRESHED AUTOMATICALLY. TREAT THEM AS BALLPARK, NOT GOSPEL.
WHAT CAN YOU ACTUALLY DO WITH IT?
Everyday jobs on each of those rigs: how long deepseek math 7B base takes, and how good the crowd says it is at that kind of work.
| THE JOB | BARE MINIMUMNvidia GeForce RTX 3060 12GB | SWEET SPOTNvidia GeForce RTX 4070 12GB | FULL POWERNvidia GeForce RTX 4090 24GB |
|---|---|---|---|
| Write an emaila paragraph or two, drafted from a one-line brief | ~11 S | ~6 S | ~4 S |
| Summarize a documenta long report boiled down to the points that matter | ~33 S★★★★★ | ~18 S★★★★★ | ~12 S★★★★★ |
| Build a websitea small landing page, markup and styles together | ~3 MIN★★★★★ | ~1.6 MIN★★★★★ | ~64 S★★★★★ |
| Build a backendan API with routes, storage and tests | ~9.3 MIN★★★★★ | ~4.9 MIN★★★★★ | ~3.3 MIN★★★★★ |
| Build a gamea playable browser game in one file | ~5.6 MIN★★★★★ | ~2.9 MIN★★★★★ | ~2 MIN★★★★★ |
STARS ARE THE COMMUNITY SCORE FOR THAT KIND OF WORK, DOCKED FOR HOW SQUASHED THE WEIGHTS GET AT EACH TIER. TIMES ARE COMPUTED FROM RESEARCHED SPEEDS. BALLPARK, NOT GOSPEL.
WHAT THE INTERNET SAYS
Not enough discussion about deepseek math 7B base yet to call it. We found 54 posts but people did not say much either way.
49 POSTS · 5 COMMENTS · REDDIT · BLUESKY · GITHUB · LEMMY · X · DEV.TO
PEOPLE LOVE
- No fan mail yet. The crowd is still warming up.
PEOPLE COMPLAIN ABOUT
- No complaints yet. The internet is still looking for one. Suspicious.
LOOKING FOR AN ALTERNATIVE?
Other models the crowd has fully reviewed, starting with text models like this one.
Muse Spark 1.3> SOURCES (12)
- DEV.TO · 2025-01-28 · 416 UPVOTESHow to Install DeepSeek Janus Pro 7B Locally?
How to Install DeepSeek Janus Pro 7B Locally?
- LEMMY · 2025-01-28 · 34 UPVOTESAm I Gay?
Am I Gay?
- REDDIT · 2025-01-26 · 25 UPVOTESLocally run Deepseek-r1 7b Qwen distillation model answering about "Three Body Problem".
Locally run Deepseek-r1 7b Qwen distillation model answering about "Three Body Problem".
- REDDIT · 2025-04-29 · 15 UPVOTESOut of the game for 12 months, what's the goto?
Out of the game for 12 months, what's the goto?
- REDDIT · 2025-02-12 · 13 UPVOTESContext window length table
Context window length table
- REDDIT · 2025-02-25 · 8 UPVOTESQuestion: Best Model to Execute Using RX 7900 XTX
Question: Best Model to Execute Using RX 7900 XTX
- REDDIT · 2026-05-14 · 8 UPVOTESMOOSE-Star (ICML 2026): 7B model + 108K-paper dataset for scientific hypothesis discovery
MOOSE-Star (ICML 2026): 7B model + 108K-paper dataset for scientific hypothesis discovery
- REDDIT · 2025-02-08 · 4 UPVOTESAttempt at solving the Riemann Hypothesis using an R1 Distillate
Attempt at solving the Riemann Hypothesis using an R1 Distillate
- REDDIT · 2026-03-12 · 0 UPVOTES[R] If LLMs are just token predictors, why does GPU load vary by content type?
[R] If LLMs are just token predictors, why does GPU load vary by content type?
- REDDIT · 2026-02-11 · 0 UPVOTES[R] I probed 6 open-weight LLMs (7B-9B) for "personality" using hidden states — instruct fine-tuning is associated with measurable…
[R] I probed 6 open-weight LLMs (7B-9B) for "personality" using hidden states — instruct fine-tuning is associated with measurable behavioral constraints
- GITHUB · 2026-08-31 · 0 UPVOTES[rollout] Continuous Token: DeepSeek-R1 distills cannot construct a builder since #6804 (Qwen builder requires < im_end >)
[rollout] Continuous Token: DeepSeek-R1 distills cannot construct a builder since #6804 (Qwen builder requires < im_end >)
- GITHUB · 2026-09-13 · 0 UPVOTESfeat(ppo): add DeepSeek R1 7B single-controller recipe
feat(ppo): add DeepSeek R1 7B single-controller recipe