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Nanthasit
/
sakthai-coder-1.5b

Text Generation
GGUF
English
code
coder
qwen2.5
qwen2.5-coder
llama-cpp
llama.cpp
ollama
code-generation
tool-calling
conversational
cpu-inference
small-language-model
offline
sakthai
house-of-sak
Eval Results (legacy)
Eval Results
Model card Files
xet
 Community
sakthai-coder-1.5b
File size: 4,713 Bytes
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target_model:
  id: Nanthasit/sakthai-coder-1.5b
  slug: sakthai-coder-1.5b
eval_metadata:
  schema: llm_cron
  generated_at: '2026-07-30T22:46:05Z'
  generated_by: sakthai-agent-cron
  model_type: text-generation
popularity:
  downloads: 93
  likes: 0
  max_sibling_downloads: 1599
  dl_score: 6
  likes_score: 0
  score: 4
  weight: 0.20
momentum:
  age_days: 6.52
  velocity: 14.27
  max_sibling_velocity: 63.95
  velocity_rank: 9
  ratio_score: 22
  rank_score: 20
  score: 21
  weight: 0.20
benchmarks:
  model_index_present: true
  metric_count: 4
  all_verified: false
  score: 60
  weight: 0.25
  entries:
    - dataset: HumanEval
      dataset_type: openai_humaneval
      metric: 'pass@1 (base model reference)'
      metric_type: 'pass@1'
      value: 74.40
      verified: false
    - dataset: MBPP
      dataset_type: mbpp
      metric: 'pass@1 (base model reference)'
      metric_type: 'pass@1'
      value: 71.20
      verified: false
    - dataset: MultiPL-E (Python)
      dataset_type: multipl_e
      metric: 'pass@1 (base model reference)'
      metric_type: 'pass@1'
      value: 65.30
      verified: false
    - dataset: SakThai Coding Suite (internal)
      dataset_type: custom
      metric: 'pass@1 (fine-tuned model, internal)'
      metric_type: 'pass@1'
      value: 100
      verified: false
card_quality:
  license: apache-2.0
  base_model: Qwen/Qwen2.5-Coder-1.5B-Instruct
  tags_count: 10
  datasets_count: 3
  readme_bytes: 15490
  score: 100
  weight: 0.20
repo_summary:
  total_siblings: 1558
  total_storage_bytes: 1218622744
  total_gb: 1.13
  weight_files:
    - path: qwen2.5-coder-1.5b-instruct-q4_k_m.gguf
      size_bytes: 1117320768
  has_weights: true
  config_exists: false
  dev_artifact_dirs:
    - .hypothesis
    - .pytest_cache
    - .ruff_cache
    - .venv
  dev_artifact_count: 4
hygiene:
  score: 40
  weight: 0.15
  deductions:
    dev_artifacts: 60
    storage_bloat: 0
sibling_comparison:
  - id: Nanthasit/sakthai-context-1.5b-merged
    downloads: 1599
    likes: 0
    pipeline_tag: text-generation
  - id: Nanthasit/sakthai-context-0.5b-merged
    downloads: 1370
    likes: 0
    pipeline_tag: text-generation
  - id: Nanthasit/sakthai-context-7b-merged
    downloads: 744
    likes: 0
    pipeline_tag: text-generation
  - id: Nanthasit/sakthai-context-7b-128k
    downloads: 506
    likes: 0
    pipeline_tag: text-generation
  - id: Nanthasit/sakthai-context-7b-tools
    downloads: 399
    likes: 0
    pipeline_tag: text-generation
  - id: Nanthasit/sakthai-embedding-multilingual
    downloads: 362
    likes: 0
    pipeline_tag: sentence-similarity
  - id: Nanthasit/sakthai-context-1.5b-tools
    downloads: 349
    likes: 0
    pipeline_tag: text-generation
  - id: Nanthasit/sakthai-vision-7b
    downloads: 186
    likes: 1
    pipeline_tag: image-to-text
  - id: Nanthasit/sakthai-tts-model
    downloads: 150
    likes: 0
    pipeline_tag: text-to-speech
  - id: Nanthasit/sakthai-context-0.5b-tools
    downloads: 94
    likes: 0
    pipeline_tag: text-generation
  - id: Nanthasit/sakthai-embedding
    downloads: 23
    likes: 0
    pipeline_tag: sentence-similarity
  - id: Nanthasit/sakthai-context-1.5b-tools-v2
    downloads: 0
    likes: 0
    pipeline_tag: text-generation
  - id: Nanthasit/sakthai-context-1.5b-merged-v2
    downloads: 0
    likes: 0
    pipeline_tag: text-generation
  - id: Nanthasit/sakthai-plus-1.5b
    downloads: 0
    likes: 0
    pipeline_tag: text-generation
  - id: Nanthasit/sakthai-plus-1.5b-lora
    downloads: 0
    likes: 0
    pipeline_tag: text-generation
  - id: Nanthasit/sakthai-plus-1.5b-coder
    downloads: 0
    likes: 0
    pipeline_tag: text-generation
  - id: Nanthasit/sakthai-coder-browser-lora
    downloads: 0
    likes: 0
    pipeline_tag: null
  - id: Nanthasit/sakthai-coder-browser
    downloads: 0
    likes: 0
    pipeline_tag: text-generation
health_score:
  overall: 46
  popularity: 4
  momentum: 21
  benchmarks: 60
  card_quality: 100
  hygiene: 40
  weighting: 'pop=20% mom=20% bench=25% card=20% hyg=15%'
delta:
  score_change: 0
  downloads_change: 0
  likes_change: 0
  from_prior: health-check-sakthai-coder-1.5b-2026-07-30-2.yaml
assessment:
  status: stable
  notes: No change in downloads/likes since previous check 5 minutes ago. Score unchanged at 46/100. GGUF-only coder model (1.04 GB, Q4_K_M, qwen2 arch, 32K context). Card complete with license/base_model/10 tags/3 datasets. 4 unverified benchmarks listed. 4 dev artifact directories penalizing hygiene score.
  recommendation: Add verified benchmark results to model-index. Clean .venv, .pytest_cache, .ruff_cache, and .hypothesis directories from repo to improve hygiene score (could gain 15 points).