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zeroentropy/zerank-2-reranker

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mradermacher/zerank-2-GGUF

reacted to ManniX-ITA's post with 👀 1 day ago

v1.1.0 was Claude + Ollama chat. Eight releases later the stack is a grounded research pipeline plus a local-first memory layer; the token crunch is operational now, not a quality wall. 🚀 claude-hooks v1.8.3 — highlights since v1.1.0. 🧠 /consultants v2 — agentic council, matured. 🛠 tool_executor — PLAN→REPORT lane runs read_file / grep / glob over the codebase before the researcher speaks; claims grounded in tool output, not vibes. ✍️─ coder — sandboxed write_file role with per-language model routing (50KB/file, 1MB/lane caps). 🛡️ CitationLinter — three-layer verifier at the researcher boundary; every `path:line` claim checked against an mtime-cached code_graph. Catches fabricated filenames before they launder through critics + synthesizer. 💾 M14 cross-session memory (default on). LangGraph BaseStore wired across four namespaces: research / tool_results / project / user. Per-namespace TTL: research=30d, tool_results=24h, project+user=forever. Hourly Caliber-style distillation reaper summarizes expiring research into the durable project namespace BEFORE deletion — episodic → semantic, like human consolidation. Originals only dropped after a successful summary write. 🔁 sqlite_vec — full pgvector parity (v1.7). Hybrid recall via RRF over vector cosine + BM25 (FTS5). KG surface: kg_create_entities / kg_add_observations / kg_create_relations / kg_search_nodes. Bundled sqlite-vec-mcp launcher went 3→8 tools so Cursor / Codex / OpenWebUI / Claude Desktop share the same .db. Lazy schema migration carries v1.6.x dbs in place, non-destructive. 🧩 llamafile chat + embed (v1.4 + v1.5). HyDE / reflect / consolidate / get-advice / consultants route to a daemon-supervised local llamafile via the `llamafile://<label>` model prefix. Multi-instance LRU, per-label idle reap, sticky CPU fallback. Stack runs offline now. 🐧 Linux / macOS / Windows. PostgreSQL OR SQLite. Local OR cloud LLMs. 🔗 github.com/mann1x/claude-hooks

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37816

If your Space stops working after restarting mainly for the last 5 days (https://discuss.huggingface.co/t/my-space-suddenly-went-offline-the-cpu-cannot-restart/151121/22), try some of following.
1. Add pydantic==2.10.6 to requirements.txt or upgrade Gradio to the latest version.
2. Upgrade PyTorch to 2.2.0 or later (torch>=2.2.0 for Zero GPU space).
3. Fix Transformers to 4.49.0 or earlier (transformers<=4.49.0for spaces using Transformers or Diffusers).
4. Fix huggingface_hub to the old version (huggingface_hub==0.25.2 for if an error like cached_download is not available occurs or inference does not work properly)
5. Specifying WORKDIR in Dockerfile may cause the application to fail to start with error 137. (Docker Spaces, https://discuss.huggingface.co/t/error-code-137-cache-error/152177)

About pydantic==2.10.6:
https://discuss.huggingface.co/t/error-no-api-found/146226
https://discuss.huggingface.co/t/internal-server-error-bool-not-iterable/149494

Edit:
Zero GPU space has been upgraded from A100 to H200.
This is likely the reason why older versions of PyTorch are no longer supported.
In fact, an error message to that effect was displayed.
zero-gpu-explorers/README#163

Post

39036

I used up my Zero GPU Quota yesterday (about 12 hours ago). At the time, I got a message saying “Retry at 13:45 (approx.)”, but now it's just changed to “Retry at 03:22”.
Anyway, everyone, let's be careful not to use up our Quota...

Related: https://huggingface.co/posts/Keltezaa/754755723533287#67e6ed5e3394f1ed9ca41dbd