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main_rev2_sft05 – AI Model by fieldvalley-llm2025 | AlphaNeural AI
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fieldvalley-llm2025
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main_rev2_sft05
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peft
safetensors
unsloth
lora
sft
completion-only
struct-eval
toml-refine
Qwen/Qwen3-4B-Instruct-2507
adapter
other
us
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main_rev2_sft05
This is a
Safe SFT
LoRA adapter (REV2 SFT05). It uses
Completion-only Training
and
TOML Refinement Filtering
.
Base Model
Qwen/Qwen3-4B-Instruct-2507
Training Data (Mixed 65:35, TOML <= 10%)
65%: daichira/structured-hard-sft-4k (Filtered + Refined TOML)
35%: u-10bei/structured_data_with_cot_dataset_512_v4 (Filtered + Refined TOML)
TOML Refinement Applied
Eliminated YAML-like lists, Big Arrays, Log keywords.
Enforced valid TOML syntax (toml.loads).
Controlled TOML Ratio to max 10% of total dataset.
Method
Completion-only
: User prompts are masked.
Marker
: `
OUTPUT
`.
Config
: 1 Epoch, Max Seq Length 4096.
