Text Generation
PEFT
Safetensors
English
lora
governed-ai
proposal-only
szl-holdings
chaski
cutting
conversational
Instructions to use SZLHOLDINGS/chaski-5050 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use SZLHOLDINGS/chaski-5050 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("C:\\Users\\steph\\.cache\\huggingface\\hub\\models--Qwen--Qwen3.5-0.8B\\snapshots\\2fc06364715b967f1860aea9cf38778875588b17") model = PeftModel.from_pretrained(base_model, "SZLHOLDINGS/chaski-5050") - Notebooks
- Google Colab
- Kaggle
Chaski-5050
Adapters are on this repo. Evals none-this-run. Not MEASURED.
Owner-GPU recut on an RTX 5050 Laptop (bf16 LoRA, not QLoRA). Original SZL cut of disclosed Apache Qwen/Qwen3.5-0.8B. Not a republish of Qwen tensors. Not an Unsloth-default card. CUTTING.
| Artifact | adapter_model.safetensors 25,587,104 bytes AVAILABLE (sha256 620b3488fac2ebc6518090424de5b3c6a182293cf52dfd5bd9f886f54aef0df5) |
| Job | local-5050 (owner metal, not an HF Job) |
| Does NOT overwrite | SZLHOLDINGS/chaski |
| Dataset | SZLHOLDINGS/szl-1-doctrine-sft · 41 rows · jsonl sha256 ddc5594b…0611a243 |
| Publication / autonomy | false / false |
| License | Apache-2.0 |
Evaluation
Status: none-this-run. No JSON/refusal gate ran. Not 5/5. Not 6/6. Do not load this ID into the Khipu lab.
train_loss MEASURED 2.228136855544466 is a train metric, not an eval (method: Unsloth trainer log, N=41 rows, 3 epochs, 33 steps, train_runtime 883.2224s, 2026-08-28 17:56 UTC). File: training_receipt.json.
Training (MEASURED this run)
- Recipe:
train_chaski_bf16_5050.py· Unsloth 2026.7.2 · transformers 5.5.0 · torch 2.10.0+cu128 - GPU: NVIDIA GeForce RTX 5050 Laptop, 7.96 GB
- LoRA r=16 α=16, bf16, batch 1, ga 4, lr 2e-4, adamw_8bit, seed 11, max_seq 2048
copied_live_chaski_weights: false
What this is NOT
- Not live Chaski
- Not a Qwen rehost
- Not a GGUF (A11OY-MINI stays ROADMAP)
- Not production. Lab load forbidden.
Load
from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer
base_id = "Qwen/Qwen3.5-0.8B"
tok = AutoTokenizer.from_pretrained(base_id)
base = AutoModelForCausalLM.from_pretrained(base_id)
model = PeftModel.from_pretrained(base, "SZLHOLDINGS/chaski-5050")
Doctrine v11 LOCKED. Λ = Conjecture 1 (advisory, never a theorem). Owner: Stephen Lutar / SZL Holdings.
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