Instructions to use GetBeholder/Beholder-q4f16 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLC-LLM
How to use GetBeholder/Beholder-q4f16 with MLC-LLM:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Commit History
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gc4b (v11 beta) q4f16: new shards + wasm + version.json bump v10->v11 (cache-bust)
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v10 (cross-attribution v2): gc3 q4f16 clean weight-swap — new params + tensor-cache + version v9->v10 (wasm/config unchanged)
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v9 (persona-sink fix): gc2 q4f16 clean weight-swap — new params + tensor-cache + version v8->v9 (wasm/config/tokenizer unchanged)
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gc1 -> v8 (grounding-clean): weight-swap + version bump v7->v8; worn P +5pts on gold, removal 38/38, drift Q4 |Δ|<=0.04
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v7 cross-attribution build (54->85%); weights+config+version, wasm unchanged
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tkaug (v0.6, removal-capable): q4f16 bundle, version 0.6.0-tkaug
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release v6: rc-cpc2-pad (worn 0.67) — bump version+modelId to trigger update + bust WebLLM cache
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rc-cpc2-pad (0.8B, worn 0.67 @ max-new 2048; padding+bronze recipe) — overwrite 2026-07-05
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v5: MIN short-prompt build (q4f16) + clean README
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version.json -> v4 (temp 0.1)
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config: temperature 0.1 (near-greedy) — temp 0 hit a WebLLM divide-by-temp edge case
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version.json -> v3 (greedy-config fix)
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config: temperature 0 (greedy) — deterministic extractor parity
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Drop throwaway/versioned wasm names
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version.json: modelLib -> stable name
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Stable model-lib name (Beholder-q4f16-webgpu.wasm)
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Bump version.json -> v2
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v2 WebGPU model lib (right-sized)
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v2 config: 8K context, prefill 512, batch 1 (~1.1GB VRAM)
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version.json: add ggufUrl for the update dialog
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Production framing + version note (drop early-test caveat)
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Add version.json (v1) for the extension auto-update flow
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Browser/WebLLM-specific card (split from GGUF)
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Add throwaway Qwen3.5 q4f16 WebLLM bundle (weights + config + tokenizer + WebGPU .wasm)
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Add model card + PolyForm-NC license metadata
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Delete README.md
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Update README.md
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Update README.md
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Update README.md
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Create README.md
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initial commit
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