Text Generation
PEFT
Safetensors
code
securecode
security
owasp
code-generation
secure-coding
lora
qlora
vulnerability-detection
cybersecurity
conversational
Instructions to use scthornton/granite-20b-code-securecode with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use scthornton/granite-20b-code-securecode with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("ibm-granite/granite-20b-code-instruct-8k") model = PeftModel.from_pretrained(base_model, "scthornton/granite-20b-code-securecode") - Notebooks
- Google Colab
- Kaggle
File size: 1,037 Bytes
523eb95 6aa3a3f 523eb95 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 | {
"alora_invocation_tokens": null,
"alpha_pattern": {},
"arrow_config": null,
"auto_mapping": null,
"base_model_name_or_path": "ibm-granite/granite-20b-code-instruct-8k",
"bias": "none",
"corda_config": null,
"ensure_weight_tying": false,
"eva_config": null,
"exclude_modules": null,
"fan_in_fan_out": false,
"inference_mode": true,
"init_lora_weights": true,
"layer_replication": null,
"layers_pattern": null,
"layers_to_transform": null,
"loftq_config": {},
"lora_alpha": 16,
"lora_bias": false,
"lora_dropout": 0.05,
"megatron_config": null,
"megatron_core": "megatron.core",
"modules_to_save": null,
"peft_type": "LORA",
"peft_version": "0.18.1",
"qalora_group_size": 16,
"r": 8,
"rank_pattern": {},
"revision": null,
"target_modules": [
"attn.c_attn",
"attn.c_proj",
"mlp.c_proj",
"mlp.c_fc"
],
"target_parameters": null,
"task_type": "CAUSAL_LM",
"trainable_token_indices": null,
"use_dora": false,
"use_qalora": false,
"use_rslora": false
} |