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bespokelabs Apache 2.0 out 38 days ago
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Verified 2026-10-25 Rank #0 in Decision models · score 0 method v1 Sources 3 Downloads 30d 4.5k · #555 of 619 tracked
Picked by rule from 3 tracked pieces: the lab's own post, the most shared, a field report, the latest.
Bespoke is a free, open-source modular synthesizer licensed under GPLv3 with releases for Mac, Windows, and Linux.
The 2 picks above, plus these 1. Top is the radar's score: discussion, source authority and the lab's own posts, fading with age.
Hugging Face does not say who downloads a model or with what. These are the proxies: API providers listing it, quantized builds, fine-tunes/adapters/merges, and Spaces that load it.
No API provider serves it, so its downloads are people running it themselves: 13 Spaces.
Top Spaces running it: hugging-apps/bespoke-nimble-9b-demo ♥ 4
Weights, every dated article, and repo commits on one rail.
Teal is the weights (2026-09-18), amber triangles are 3 dated articles (each links to it), grey ticks are repo commits.
4 derivatives on the Hub. Which build to run, by runtime: the most downloaded in each class.
From the Hugging Face model tree; quantized builds in teal, fine-tunes, merges and adapters in greys.
Everything else, folded: the full tables, every source.
Bespoke-Nimble-9B is a LoRA adapter for the Qwen3.5-9B base model designed for text classification tasks.[1] The model supports an 8,192-token context limit and up to 255 choices per field.[2]
Generated 2026-10-07 15:18 UTC by parasail-gemma-4-26b-a4b-it; each numeral points at the fact it rests on. Not a verdict.
Labels are evidence, not verdicts: measured a third-party leaderboard row for this model; author-reported a number the model author published in the card or eval files; structural a deterministic signal from the name, config or chat template, or a decision-model estimate. Each chip links to its source. All use cases.
Listed in Decision models
| Pipeline tag | text-classification |
|---|---|
| Library | peft |
| MoE | no |
| Languages | en |
| License | Apache 2.0 (apache-2.0) |
| Hub snapshot | 2026-10-25 |
| How it was made | LoRA on answer tokens; contrastive data curation; "not distilled from Jev" |
|---|---|
| Lineage bucket | F - fine-tune of an open model (public/synthetic data) |
| Lineage evidence | README + HF base_model |
| Base model | Qwen/Qwen3.5-9B |
| Hosted price (input) | self-hosted/M |
| Source | https://huggingface.co/bespokelabs/Bespoke-Nimble-9B |
Base model: Qwen/Qwen3.5-9B
adapter: 4
| Variant | Relation | Quant | Params | Band | License | Author | Likes | Downloads |
|---|---|---|---|---|---|---|---|---|
| damianborek/polaris-1 | adapter | — | — | — | apache-2.0 | damianborek | 1 | 41 |
| DragonBophades/B2-Nimble-Bophades-9B | adapter | — | 9.65B | L | apache-2.0 | DragonBophades | 1 | 32 |
| damianborek/polaris-2 | adapter | — | — | — | apache-2.0 | damianborek | 0 | 27 |
| damianborek/polaris-3 | adapter | — | — | — | apache-2.0 | damianborek | 0 | 22 |
| Date | Commit | SHA |
|---|---|---|
| 2026-09-24 | Release latest Bespoke Nimble 9B; preserve original under original-2676 | bd792f4 |
| 2026-09-23 | Link to the 4926-example Bespoke-Nimble-9B-v2 release | e93fabc |
| 2026-09-18 | add link to https://github.com/bespokelabsai/nimble | 594dfdc |
| 2026-09-18 | Simplify model card and add Bespoke Labs branding | e0592a9 |
| 2026-09-18 | Rename model and inference entry point to Bespoke-Nimble-9B | 8a29bac |
| 2026-09-18 | Upload verified OpenJeff Qwen3.5-9B evidence LoRA adapter | 93ec5d6 |
| 2026-09-18 | initial commit | cfc303c |
Ranked by source signals (HN, Lobsters, authority domains, official posts) and recency. Summaries are generated from a stored copy of the article text; every sentence cites a span of that text, and nothing is shown that failed the citation check.
Hub snapshot: 2026-10-25 · HF API: 2026-10-24 21:43 UTC · Providers: 2026-10-24 21:44 UTC · Articles: 2026-10-24 21:46 UTC · Summary: 2026-10-07 15:18 UTC · Last verified 2026-10-25
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