60-82% accuracy swing on 4B model classification task: the only variable was harness design
I ran a pre-registered ablation on a classification task (Kubernetes issue → SIG triage) using a 4B model on a 6GB laptop GPU. Same frozen weights,…
Latest
We’ve gotten some great medium sized models lately (DSV4 Flash 0731, Inkling Small, Laguna S 2.1, Step 3.7 Flash) but does anybody else want to see some new 70-80b contenders?
I can run the mediums, but sometimes I want a faster option that's smarter than Qwen 27B/35B. On my hardware I get like 500 to 800…
Deepseek V4 Flash is now ~#2 open weight model to Kimi K3 and >50x cheaper
https://preview.redd.it/h7zv5tb3tmgh1.png?width=2854&format=png&auto=webp&s=507380e8f862c18f10f7c5c84da9e8d1c59139b0 Deepseek's new flash model is unexpectedly cheap and high-performing across useful benchmarks. It's priced at $0.09 / $0.18 per 1M. Truly "intelligence too cheap to…
IQ3 DS out
Its there now! Edit: They just posted it - Q1, Q2, and Q3. Time to rock and roll submitted by /u/live4evrr [link] [comments]
Minimum VRAM GPU to run DeepSeek-V4-Flash-0731 Q4_K_XL at around 30 t/s ?
Hello guys, I'm curious about running DeepSeek-V4-Flash-0731 locally. Since it’s a Mixture of Experts (MoE) model with only 13B active parameters, I was hoping the VRAM…
Translation: We had to cut our price by 80% because a open waits model with 284B and 13B active parameter called DeepSeek v4 flash just price/performance mocked us again.
submitted by /u/InternationalGap3698 [link] [comments]
With release of Deepseek V4 I wanted see how the model sizes are trending over time. The trend is that by this time next year, we probably will have Opus 4.5 level models on consumer grade laptops!
I was surprised to see that Deepseek V4 Flash is extremely smart and small enough to fit in setup that can be built with < $50,000.…
Initial testing of DeepSeek v4 Flash shows significant improvements in UI/UX design capabilities (despite being token hungry)
submitted by /u/curiousily_ [link] [comments]
DeepSeek V4 Flash unsloth quants are out!
4-bit - 155gb 8-bit - 162gb "Smaller ones are coming" submitted by /u/RunawayPeeko [link] [comments]
DeepSeek V4 Flash GA ranks the same as Sonnet 5 and Grok 4.5 on DeepSWE
Source: https://x.com/deepseek_ai/status/2083084415157022911 & https://deepswe.datacurve.ai/ just combined data view. DeepSeek claims, not verified by DeepSWE yet. submitted by /u/sdexca [link] [comments]