Download models.json from TDoSiMa/sima-laya: direct link, hf CLI and curl.
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- Download file 13.5 kB
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https://huggingface.co/TDoSiMa/sima-laya/resolve/main/models.json
- Command line
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hf download hf://TDoSiMa/sima-laya/models.json
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curl -L -o models.json https://huggingface.co/TDoSiMa/sima-laya/resolve/main/models.json
13.5 kB
| { | |
| "version": 1, | |
| "models": { | |
| "general": { | |
| "title": "Laya", | |
| "about": "The general question model: routing, triage, moderation and yes-or-no questions about a piece of English text.", | |
| "card": { | |
| "encoder": "ModernBERT-large, 421M parameters", | |
| "languages": "English", | |
| "upstream": "convaiinnovations/laya", | |
| "license": "Apache-2.0" | |
| }, | |
| "path": "general", | |
| "checkpoint": "laya", | |
| "precision": "BF16", | |
| "graphs": { | |
| "128": "laya_s128_stage1_mla.elf", | |
| "256": "laya_s256_stage1_mla.elf", | |
| "512": "laya_s512_stage1_mla.elf" | |
| }, | |
| "latency_ms": { | |
| "128": 19.5, | |
| "256": 35.2, | |
| "512": 87.5 | |
| }, | |
| "agreement": "100 / 100", | |
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| } | |
| ], | |
| "kind": "laya" | |
| }, | |
| "general-int8": { | |
| "title": "Laya INT8", | |
| "about": "The general model with its weights stored as 8-bit integers: 28% faster and a third smaller, slightly less exact.", | |
| "card": { | |
| "encoder": "ModernBERT-large, 421M parameters", | |
| "languages": "English", | |
| "upstream": "convaiinnovations/laya", | |
| "license": "Apache-2.0" | |
| }, | |
| "path": "general-int8", | |
| "checkpoint": "laya", | |
| "precision": "A_BF16_W_INT8", | |
| "graphs": { | |
| "128": "laya_s128_stage1_mla.elf" | |
| }, | |
| "latency_ms": { | |
| "128": 14.0 | |
| }, | |
| "agreement": "98 / 100", | |
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| { | |
| "name": "laya_config.json", | |
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| ], | |
| "kind": "laya" | |
| }, | |
| "typed-decisions": { | |
| "title": "Laya typed-decisions", | |
| "about": "Fine-tuned by upstream on typed-decision workflows, with graphs for inputs of up to 1024 tokens.", | |
| "card": { | |
| "encoder": "ModernBERT-large, 421M parameters", | |
| "languages": "English", | |
| "upstream": "convaiinnovations/laya", | |
| "license": "Apache-2.0" | |
| }, | |
| "path": "typed-decisions", | |
| "checkpoint": "laya-typed-decisions", | |
| "precision": "BF16", | |
| "graphs": { | |
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| "512": "laya_s512_stage1_mla.elf", | |
| "1024": "laya_s1024_stage1_mla.elf" | |
| }, | |
| "latency_ms": { | |
| "128": 19.4, | |
| "512": 87.5, | |
| "1024": 282.0 | |
| }, | |
| "agreement": "99 / 100", | |
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| } | |
| ], | |
| "kind": "laya" | |
| }, | |
| "multilingual": { | |
| "title": "Laya multilingual", | |
| "about": "The same questions in more than 100 languages, on a smaller encoder that answers about twice as fast.", | |
| "card": { | |
| "encoder": "mmBERT-base, 322M parameters", | |
| "languages": "100+ languages", | |
| "upstream": "convaiinnovations/laya", | |
| "license": "Apache-2.0" | |
| }, | |
| "path": "multilingual", | |
| "checkpoint": "laya-multilingual", | |
| "precision": "BF16", | |
| "graphs": { | |
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| "256": "laya_s256_stage1_mla.elf", | |
| "512": "laya_s512_stage1_mla.elf", | |
| "1024": "laya_s1024_stage1_mla.elf" | |
| }, | |
| "latency_ms": { | |
| "128": 8.1, | |
| "256": 15.3, | |
| "512": 33.9, | |
| "1024": 116.5 | |
| }, | |
| "agreement": "100 / 100", | |
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| "kind": "laya" | |
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| "dino": { | |
| "title": "Laya-dino", | |
| "about": "The English model with its decision head fine-tuned to play the Dino Arena game: run, jump or duck.", | |
| "card": { | |
| "encoder": "ModernBERT-large, 421M parameters", | |
| "languages": "English (game states)", | |
| "upstream": "convaiinnovations/laya", | |
| "license": "Apache-2.0" | |
| }, | |
| "path": "dino", | |
| "checkpoint": "laya-dino", | |
| "precision": "BF16", | |
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| "latency_ms": { | |
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| "agreement": "30 / 30 game states", | |
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| "kind": "laya" | |
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| }, | |
| "models_v2": { | |
| "clm": { | |
| "title": "CLM v0.1 8B", | |
| "about": "A Contrastive Language Model: a frozen Qwen3-8B reads the state and each option, and two small heads compare them. The same three kinds of question as Laya on an encoder twenty times the size; a new question takes about 0.3 s.", | |
| "card": { | |
| "encoder": "Qwen3-8B, 8.2B parameters, as a chain of 18 graphs", | |
| "languages": "English", | |
| "upstream": "Contrastive-LM/CLM-v0.1-8B", | |
| "license": "Apache-2.0" | |
| }, | |
| "path": "clm", | |
| "kind": "clm", | |
| "checkpoint": "CLM-v0.1-8B", | |
| "precision": "A_BF16_W_INT8", | |
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| "latency_ms": { | |
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