jev-japanese-judgment is an open-weight model from Yuki Fukaya, released under other. Its published files total 7.0 GB.
LiquidAI/LFM2.5-1.2B-JP-202606 をバックボーンに、文脈と候補群から型付きの判定＋確率を直接返す 「Jev」スタイルの判定モデル。自己回帰的な文章生成の代わりに、lmhead を 候補ごとにスコアリングするカスタムヘッド(cross-encoder型)に差し替えている。 - バックボーン: LiquidAI/LFM2.5-1.2B-JP-202606 (凍結、LoRAで適応) - ヘッド: 各候補を [context][question][candidatei] としてエンコードし、…
Model Card
LiquidAI/LFM2.5-1.2B-JP-202606 をバックボーンに、文脈と候補群から型付きの判定＋確率を直接返す 「Jev」スタイルの判定モデル。自己回帰的な文章生成の代わりに、lmhead を 候補ごとにスコアリングするカスタムヘッド(cross-encoder型)に差し替えている。 - バックボーン: LiquidAI/LFM2.5-1.2B-JP-202606 (凍結、LoRAで適応) - ヘッド: 各候補を [context][question][candidatei] としてエンコードし、 最終トークンのhidden stateをMLPでスコア化、候補間でsoftmaxを取って 標準の transformers アーキテクチャではないため、AutoModelForCausalLM 等 https://github.com/fukayatti/jev-japanese-judgment fukayatti0/jev-japanese-judgment (JCommonsenseQA / chABSA-dataset / JSNLI をJev形式に変換し、LLM拡張・ sourcedataset間のリバランスを行ったもの) 学習に一度も使っていない分割で評価している(JCommonsenseQA validation / chABSA test / JSNLI dev、 各タスク最大400件)。chABSAのtestは文単位の分割のため、同じ企業文書の別文が学習に含まれる可能性がある。 参考: 学習に使ったデータの一部を抜き出した評価では accuracy…
Excerpt from the card by Yuki Fukaya, licensed other.
Identity and Version
- Repository
- fukayatti0/jev-japanese-judgment
- Publisher
- Yuki Fukaya
- Task
- Not stated by the source
- Modality
- Other
- Library
- peft
- Parameters
- Not stated by the source
- Languages
- ja
- Revision
- fdae208ea5e435b1992fecdef8a4cb02c9a6bcaf
- First published
- 2026-09-23
- Last updated
- 2026-09-25
Files and Weights
17 files, 7.0 GB in total. The weights are 11 files totalling 7.0 GB in gguf, npz, pt, safetensors.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| gguf/head.npz | Weights | 4.2 MB | f63f34103378 |
| gguf/jev-Q4_0.gguf | Weights | 695.8 MB | c03dcea7dadf |
| gguf/jev-Q4_K_M.gguf | Weights | 730.9 MB | 82aa1bedac69 |
| gguf/jev-Q8_0.gguf | Weights | 1.2 GB | a5fbdfef892e |
| gguf/jev-lora-f16.gguf | Weights | 6.5 MB | 808ca7cf2e0a |
| gguf/lfm2-base-Q4_0.gguf | Weights | 695.8 MB | 5388b6b9e29c |
| gguf/lfm2-base-Q4_K_M.gguf | Weights | 730.9 MB | a059d087587a |
| gguf/lfm2-base-Q8_0.gguf | Weights | 1.2 GB | f4fd8448ddcf |
| head.pt | Weights | 2.1 MB | b8f9823dd457 |
| lora/adapter_model.safetensors | Weights | 13.0 MB | 6a253495acc5 |
| quantized/model.pt | Weights | 1.6 GB | d8009b5575f6 |
| lora/adapter_config.json | Configuration | 1.2 KB | — |
| meta.json | Configuration | 23 B | — |
| README.md | Documentation | 6.5 KB | — |
| lora/README.md | Documentation | 5.2 KB | — |
| eval/clean_eval.jsonl | Other | 436.8 KB | — |
| .gitattributes | Repository | 1.9 KB | — |
License and Download
- License
- other
- Access
- Open weights, no gate
- Download size
- 7.0 GB
Released by Yuki Fukaya through its official repository on Hugging Face. Read the license.
Built From
- Adapter of LiquidAI/LFM2.5-1.2B-JP-202606
- Derived from LiquidAI/LFM2.5-1.2B-JP-202606
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 7.0 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About jev-japanese-judgment
What license is jev-japanese-judgment released under?
other, as its publisher declares it. Read the license text before commercial use.