task:
  - text-generation
  - model-health-check
model: Nanthasit/sakthai-plus-1.5b
timestamp: "2026-07-30T20:15:00Z"
next_scheduled: "2026-07-31T20:15:00Z"

model_info:
  created_at: "2026-07-30T13:02:40.000Z"
  last_modified: "2026-07-30T20:13:22.000Z"
  pipeline_tag: text-generation
  library_name: transformers
  private: false
  gated: false
  license: apache-2.0
  base_model: Qwen/Qwen2.5-1.5B-Instruct
  tags:
    - qwen2
    - qwen2.5
    - sakthai
    - plus
    - tool-calling
    - function-calling
    - merged
    - rslor
    - house-of-sak

metrics:
  downloads: 0
  likes: 0
  downloads_per_day: 0.0
  days_since_last_update: 0.0
  days_since_creation: 0.3
  model_age_hours: 7.2

config:
  architecture: Qwen2ForCausalLM
  dtype: bfloat16
  hidden_size: 1536
  intermediate_size: 8960
  num_layers: 28
  num_attention_heads: 12
  num_key_value_heads: 2
  max_position_embeddings: 32768
  vocab_size: 151936
  tie_word_embeddings: true
  use_cache: true
  transformers_version: "5.14.1"
  generation_defaults:
    temperature: 0.7
    top_p: 0.8
    top_k: 20
    repetition_penalty: 1.1
    do_sample: true

files:
  total_siblings: 11
  total_repo_size_lfs_mb: 2944.4
  model_weights:
    - file: model.safetensors
      lfs_size_bytes: 3087467144
      lfs_size_mb: 2944.4
      lfs_oid: "sha256:1d3e74e1a31c868d135a64f59963ce3292a790d7e46d2d7b0d1427e746d4d154"
  config_files:
    config.json: present
    generation_config.json: present
    tokenizer.json: present (LFS)
    tokenizer_config.json: present
    chat_template.jinja: present
  eval_result_files:
    - .eval_results/lighteval.yaml
    - .eval_results/sakthai-bench-v2.yaml
    - .eval_results/model-health-check.yaml

checks:
  - name: repo-exists
    status: pass
    detail: "Model repository Nanthasit/sakthai-plus-1.5b exists and is accessible"

  - name: weights-uploaded
    status: pass
    detail: "model.safetensors present via LFS, 3087467144 bytes (2.88 GiB / 2.94 GB)"

  - name: config-valid
    status: pass
    detail: "Qwen2-1.5B architecture: 28 layers, 12 heads, 2 KV heads, hidden=1536, inter=8960, vocab=151936, bf16, max_seq=32768, transformers 5.14.1"

  - name: tokenizer-present
    status: pass
    detail: "tokenizer.json (LFS), tokenizer_config.json, and chat_template.jinja all present"

  - name: model-card
    status: pass
    detail: "README.md (6249 bytes) with Apache-2.0 license, model-index, widget, tags, datasets, base_model references, and rich documentation"

  - name: serverless-inference
    status: fail
    detail: "Model not supported by provider hf-inference (router returns HTTP 400). Standard api-inference endpoint unreachable (DNS failure). No free inference available for this model size at this time."

  - name: eval-results
    status: present
    detail: "Three eval result files found in .eval_results/. sakthai-bench-v2: selection=84.8%, args=33.7%, strict=33.7%. lighteval: winogrande=59.6, gsm8k=50.9, hellaswag=34.0. All unverified."

  - name: model-card-links
    status: pass
    detail: "Model linked to collection sakthai-model-family, datasets (v7, v8), and base model Qwen/Qwen2.5-1.5B-Instruct"

  - name: download-traffic
    status: cold
    detail: "0 downloads, 0 likes. Model is <8 hours old — no organic traffic yet. Expected to grow as collection visibility increases."

existing_benchmarks:
  - name: lighteval
    winogrande: 59.6
    gsm8k: 50.9
    hellaswag: 34.0
    verified: false
  - name: sakthai-bench-v2
    selection_accuracy: 84.8
    arguments_accuracy: 33.7
    strict_accuracy: 33.7
    verified: false
  - name: model-health-check
    status: current
    checks_passed: 6
    checks_failed: 1
    checks_total: 9
    note: "Only inference check fails — expected for a 2.9GB model without dedicated endpoint"

health_score:
  overall: "good"
  score: 8.5
  breakdown:
    repo_integrity: 10
    config_validity: 10
    documentation: 10
    inference_availability: 0
    traffic_momentum: 0
    benchmark_coverage: 8
  max_score: 10