Text Generation
PEFT
Safetensors
English
lora
qwen2.5
sakthai
house-of-sak
tool-calling
function-calling
agent
qlora
conversational
assistant
Eval Results
Eval Results (legacy)
Instructions to use Nanthasit/sakthai-context-7b-tools with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Nanthasit/sakthai-context-7b-tools with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-7B-Instruct") model = PeftModel.from_pretrained(base_model, "Nanthasit/sakthai-context-7b-tools") - Notebooks
- Google Colab
- Kaggle
Commit History
Add eval result: metadata cron snapshot b564410 verified
health check 2026-08-01: issues_found 7df9d2a verified
chore: metadata cron eval for sakthai-context-7b-tools 20260801T042432Z c3edf3a
SakThai Cron commited on
Upload README.md with huggingface_hub 2a67b91 verified
fix: close malformed BibTeX howpublished/note block in README 7f94d3c verified
Upload README.md with huggingface_hub 1df5e52 verified
fix: remove trailing } from self-link in README cfae210 verified
chore(eval): add cron metadata eval for sakthai-context-7b-tools 7fc74da
SakThai commited on
ROUND-6 REFRESH: family table to 2026-07-31 live counts (26 repos) 170805a verified
Upload README.md with huggingface_hub 9e35f5a verified
fix(maintain): clean malformed cross-links d4378bf verified
cron: add eval result #1 for sakthai-context-7b-tools (metadata_cron) 552dddd verified
Update family count: 20 public models -> 22 public models d0da5a9 verified
benchmark roundup 20260731_114345 65460b4 verified
Fix stale/incorrect eval results with real measured numbers 39ce48c verified
eval results on bench-v2 (scorer multiset-selection-v2) d673738 verified
Audit fix: family collection count 20 public models / 15 datasets / 4 Spaces (39 items, bench-v3 joined) 620720d verified
Add health check report 2026-07-31 5d17d06 verified
Health check 2026-07-31: correct training-table numbers from training_metrics.json (0.798->0.513; eval relabeled as run-log-reported), fix 1.5b-tools size row 11->8.7 MB 7e59847 verified
Fix stale training-data row count: combined-v6 (1,378)->(2,003) [verified live via datasets-server] e006991 verified
Card: add Arguments Accuracy to model-index, dedicated Benchmarks table with verification status, and Citation (Qwen2.5 + fine-tune) 4446eef verified
audit: TTS row size 135β141 MB (matches actual 141,322,336 B and sibling cards) 2b8053f verified
fix(crosslinks): correct stale Coder Browser GGUF size 6.6->7.1 GB (actual 7,111,560,032 B); remove phantom private/internal dataset claim (combined-v8 & cycle-bench 404) 535c221 verified
cron: add eval result #1 for sakthai-context-7b-tools (metadata_cron) e98f4ee verified
Upload README.md with huggingface_hub 9feda9b verified
Upload README.md with huggingface_hub 4503a26 verified
Upload .eval_results/sakthai-bench-v2.yaml with huggingface_hub fbee654 verified
Update family table: add 2 missing models (1.5b-merged-v2, embedding), bump count 12β14 3071f5b verified
Cross-link: add 1.5b-tools-v2 to family table + update model count 11β12 e02265b verified
fix: model count 12β11 (actual from HF API) fca007a verified
add: The Story Behind It section with origin narrative 3cfdba9
SakThai Agent commited on