From the creator of Redis; run LLM locally with ds4
DS4 · LOCAL FRONTIER INFERENCE Run frontier open weights locally with ds4. DwarfStar 4 is a narrow C inference engine for high-memory Mac, CUDA and ROCm machines. It supports DeepSeek V4 and V4.1 Flash, GLM 5.x and Qwen3.8 Flash Next, with text and vision models, local APIs, a CLI and a native agent in one stack.
- ▪DS4 · LOCAL FRONTIER INFERENCE Run frontier open weights locally with ds4.
- ▪DwarfStar 4 is a narrow C inference engine for high-memory Mac, CUDA and ROCm machines.
- ▪It supports DeepSeek V4 and V4.1 Flash, GLM 5.x and Qwen3.8 Flash Next, with text and vision models, local APIs, a CLI and a native agent in one stack.
Hacker News (AI / LLM) files mainly under ai. We currently carry 7,356 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | DwarfStar 4 (ds4) |
| Canonical URL | https://dwarfstar.sh/ |
| Publication time | Fri, 02 Oct 2026 18:01:16 +0000 |
| Retrieval time | 2026-10-02T18:06:14.583Z |
| Last seen | 2026-10-02T18:06:14.583Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | qXUjLFzTdTnb · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
DS4 · LOCAL FRONTIER INFERENCE Run frontier open weights locally with ds4. DwarfStar 4 is a narrow C inference engine for high-memory Mac, CUDA and ROCm machines. It supports DeepSeek V4 and V4.1 Flash, GLM 5.x and Qwen3.8 Flash Next, with text and vision models, local APIs, a CLI and a native agent in one stack. Get started → View on GitHub SUPPORTED: DEEPSEEK V4 / V4.1 + GLM 5.x + QWEN3.8 · MIT LICENSE · C / METAL / CUDA / ROCM · QWEN ON 64GB ds4 · local session <pre class="plain" data-astro-cid-sa7dymyn>$ ./ds4 DwarfStar 4 · DeepSeek V4 Flash · ds4f-q2 local backend ready · model loaded > /read src/kvcache.c 1,412 lines loaded into context > why can a prefix survive a server restart? The KV cache is keyed by the SHA1 of the rendered prompt prefix and persisted to disk, so a…
Excerpt limited to ~120 words for fair-use compliance. The full article is at DwarfStar 4 (ds4).
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