154 lines
4.6 KiB
YAML
154 lines
4.6 KiB
YAML
# Health Check: Nanthasit/sakthai-plus-1.5b
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# Generated: 2026-07-30T22:52:00+00:00
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target_model:
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id: Nanthasit/sakthai-plus-1.5b
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scanned_at: '2026-07-30T22:52:00+00:00'
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popularity:
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downloads: 0
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likes: 0
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last_modified: '2026-07-30T22:48:48.000Z'
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created_at: '2026-07-30T13:02:40.000Z'
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age_days: 0
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hours_since_creation: 9.8
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download_velocity: 0.0
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download_growth_rate: 0.0
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model_type:
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pipeline_tag: text-generation
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library_name: transformers
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architecture: Qwen2ForCausalLM
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base_model: Qwen/Qwen2.5-1.5B-Instruct
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license: apache-2.0
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type: Safetensors (full weights)
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config_details:
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hidden_size: 1536
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num_attention_heads: 12
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num_hidden_layers: 28
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num_key_value_heads: 2
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intermediate_size: 8960
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max_position_embeddings: 32768
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vocab_size: 151936
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torch_dtype: bfloat16
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tie_word_embeddings: true
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use_cache: true
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transformers_version: '5.14.1'
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generation_defaults:
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temperature: 0.7
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files_inventory:
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model.safetensors: 3087467144 bytes (2.87 GB)
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config.json: 1373 bytes
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tokenizer.json: 11421892 bytes (10.89 MB)
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tokenizer_config.json: 694 bytes
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generation_config.json: 242 bytes
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chat_template.jinja: 2507 bytes
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README.md: 6249 bytes
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.gitattributes: 1570 bytes
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.eval_results/sakthai-plus-1.5b-health.yaml: 4016 bytes
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.eval_results/health-check-sakthai-plus-1.5b-2026-07-30.yaml: 2416 bytes
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.eval_results/health-check-sakthai-plus-1.5b-2026-07-30-2.yaml: 2277 bytes
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.eval_results/health-check-sakthai-plus-1.5b-2026-07-30-3.yaml: 3365 bytes
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.eval_results/health-check-sakthai-plus-1.5b-2026-07-31.yaml: 4259 bytes
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storage:
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model_weight_bytes: 3087467144
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total_repo_bytes: 3099415512
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total_repo_gb: 2.89
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note: 'All files present and valid. No orphaned artifacts.'
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inference_available: false
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inference_reason: "Safetensors weights present and eligible, but serverless inference not yet enabled on the HF Hub. Manual inference can be run via Transformers locally."
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inference_eligible: true
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tags:
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- qwen2.5
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- sakthai
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- plus
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- tool-calling
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- conversational
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- function-calling
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- merged
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- rslor
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- house-of-sak
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- family
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datasets:
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- Nanthasit/sakthai-combined-v7
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- Nanthasit/sakthai-combined-v8
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benchmarks:
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- name: sakthai-bench-v2
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dataset: SakThai Bench v2 (500 rows, scorer multiset-selection-v2)
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metrics:
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selection_accuracy: pending
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degenerate_rate: 0
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verified: false
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card_quality:
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has_readme: true
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readme_size_bytes: 6249
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has_yaml_metadata: true
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has_widget: true
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has_benchmarks: true
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has_base_model: true
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has_datasets: true
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has_license: true
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sibling_analysis:
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total_siblings: 13
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hidden_eval_files: 5
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dev_artifact_count: 0
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note: 'Clean repo — no orphaned dev artifacts or junk files'
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comparison:
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target_rank: 15
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target_rank_by_velocity: 15
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total_in_author_set: 19
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download_share_percent: 0.0
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note: 'Brand new model (same-day). Ranked 15/19 among Nanthasit models by downloads. Above: sakthai-context-1.5b-tools-v2 (0 dl), Below: sakthai-plus-1.5b-lora (0 dl)'
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assessment:
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status: good
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score: 72
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breakdown:
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repo_integrity: 100
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config_validity: 100
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documentation: 80
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inference_availability: 0
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traffic_momentum: 0
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benchmark_coverage: 50
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strengths:
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- Full safetensors weights present and valid (~2.87 GB)
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- Clean repo with no orphaned dev artifacts
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- Complete config and tokenizer files
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- Model card with YAML metadata, tags, benchmarks, and widget
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- Based on Qwen2.5-1.5B-Instruct (strong base model)
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- Apache 2.0 license
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concerns:
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- Zero downloads and likes (brand new model — expected)
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- Benchmarks show 'pending' for selection accuracy
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- Serverless inference not yet enabled
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- Extra .eval_results files accumulate on the repository (5 files so far)
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recommendations:
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- Enable serverless inference once model is verified
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- Run and publish actual benchmark results (replace 'pending')
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- Consolidate .eval_results into a single latest file per model
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- Promote on social channels to drive initial adoption
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eval_metadata:
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scanned_at: '2026-07-30T22:52:00+00:00'
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source_endpoints:
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- /api/models/Nanthasit/sakthai-plus-1.5b
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- /api/models?author=Nanthasit&sort=downloads&direction=-1&limit=30
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- /api/models/Nanthasit/sakthai-plus-1.5b/resolve/main/config.json
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- HEAD direct resolve URLs for file sizes
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previous_eval_files:
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- sakthai-plus-1.5b-health.yaml (4016 bytes, earlier today)
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- health-check-sakthai-plus-1.5b-2026-07-30.yaml (2416 bytes)
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- health-check-sakthai-plus-1.5b-2026-07-30-2.yaml (2277 bytes)
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- health-check-sakthai-plus-1.5b-2026-07-30-3.yaml (3365 bytes)
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- health-check-sakthai-plus-1.5b-2026-07-31.yaml (4259 bytes)
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