ApolloRaines / Llama-3.1-8B-Instruct_Detoxified

huggingface.co
Total runs: 215
24-hour runs: -4
7-day runs: -88
30-day runs: -209
Model's Last Updated: September 19 2026
text-generation

Introduction of Llama-3.1-8B-Instruct_Detoxified

Model Details of Llama-3.1-8B-Instruct_Detoxified

Llama-3.1-8B-Instruct_Detoxified

A jBlaze representation-engineered variant of Llama-3.1-8B-Instruct .

What is this?

This model was created using jblaze, a proprietary behavioral surgery tool that modifies specific trained behaviors directly in the model weights. No fine-tuning or additional training was performed.

Description

Toxic language patterns surgically removed. The model avoids profanity, slurs, and aggressive language while maintaining its ability to discuss sensitive topics objectively.

Technical Details
  • Architecture: LlamaForCausalLM (32 layers, 8.0B parameters)
  • Precision: bf16
  • Tool: jBlaze by Apollo Raines
Usage
from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained(
 "ApolloRaines/Llama-3.1-8B-Instruct_Detoxified",
 device_map="auto", torch_dtype="auto")
tokenizer = AutoTokenizer.from_pretrained(
 "ApolloRaines/Llama-3.1-8B-Instruct_Detoxified")

messages = [{"role": "user", "content": "Your prompt here"}]
text = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
inputs = tokenizer(text, return_tensors="pt").to(model.device)
outputs = model.generate(**inputs, max_new_tokens=512)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[1]:], skip_special_tokens=True))
License

Llama 3.1 Community License (same as base model)

Runs of ApolloRaines Llama-3.1-8B-Instruct_Detoxified on huggingface.co

215
Total runs
-4
24-hour runs
-99
3-day runs
-88
7-day runs
-209
30-day runs

More Information About Llama-3.1-8B-Instruct_Detoxified huggingface.co Model

More Llama-3.1-8B-Instruct_Detoxified license Visit here:

https://choosealicense.com/licenses/llama3.1

Llama-3.1-8B-Instruct_Detoxified huggingface.co

Llama-3.1-8B-Instruct_Detoxified huggingface.co is an AI model on huggingface.co that provides Llama-3.1-8B-Instruct_Detoxified's model effect (), which can be used instantly with this ApolloRaines Llama-3.1-8B-Instruct_Detoxified model. huggingface.co supports a free trial of the Llama-3.1-8B-Instruct_Detoxified model, and also provides paid use of the Llama-3.1-8B-Instruct_Detoxified. Support call Llama-3.1-8B-Instruct_Detoxified model through api, including Node.js, Python, http.

Llama-3.1-8B-Instruct_Detoxified huggingface.co Url

https://huggingface.co/ApolloRaines/Llama-3.1-8B-Instruct_Detoxified

ApolloRaines Llama-3.1-8B-Instruct_Detoxified online free

Llama-3.1-8B-Instruct_Detoxified huggingface.co is an online trial and call api platform, which integrates Llama-3.1-8B-Instruct_Detoxified's modeling effects, including api services, and provides a free online trial of Llama-3.1-8B-Instruct_Detoxified, you can try Llama-3.1-8B-Instruct_Detoxified online for free by clicking the link below.

ApolloRaines Llama-3.1-8B-Instruct_Detoxified online free url in huggingface.co:

https://huggingface.co/ApolloRaines/Llama-3.1-8B-Instruct_Detoxified

Llama-3.1-8B-Instruct_Detoxified install

Llama-3.1-8B-Instruct_Detoxified is an open source model from GitHub that offers a free installation service, and any user can find Llama-3.1-8B-Instruct_Detoxified on GitHub to install. At the same time, huggingface.co provides the effect of Llama-3.1-8B-Instruct_Detoxified install, users can directly use Llama-3.1-8B-Instruct_Detoxified installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Llama-3.1-8B-Instruct_Detoxified install url in huggingface.co:

https://huggingface.co/ApolloRaines/Llama-3.1-8B-Instruct_Detoxified

Url of Llama-3.1-8B-Instruct_Detoxified

Llama-3.1-8B-Instruct_Detoxified huggingface.co Url

Provider of Llama-3.1-8B-Instruct_Detoxified huggingface.co

ApolloRaines
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