abliteratedmodels.org

dolphin-llama3-zh-cn-uncensored

dolphin-llama3-zh-cn-uncensored is a abliterated and uncensored variant of dphn/dolphin-2.9-llama3-8b, published on Hugging Face by stephenlzc. It is mit licence. It is distributed across 2 repositories in GGUF format, totalling 5.7K downloads.

Abliteration + uncensored fine-tuneLlama5,68823

Specification

Model name
dolphin-llama3-zh-cn-uncensored
Publisher
stephenlzc
Parameters
Not determinable from name
Hardware class
Unknown
Licence
mit
Task
Text generation
Context window
Not documented
Ablation scope
Not stated by the publisher
Formats available
GGUF
First indexed
21 Jun 2024
Last updated
24 Jun 2024

Ablation technique

How dolphin-llama3-zh-cn-uncensored was modified, and what that implies.

Abliteration + uncensored fine-tune

Directional ablation combined with additional fine-tuning on unfiltered data, so behaviour diverges from the base model beyond refusal removal alone.

Reported scope: Not stated by the publisher. Publishers frequently omit this, so verify behaviour empirically rather than assuming full coverage.

From the publisher’s model card

Using cognitivecomputations/dolphin-2.9-llama3-8b as base model, and finetune with Minami-su/toxic-sft-zh and llm-wizard/alpaca-gpt4-data-zh to let tha model support Chinese.

Running it

Commands are templates — confirm the exact repository and quant file before use.

llama.cpp / GGUF
hf download stephenlzc/dolphin-llama3-zh-cn-uncensored --local-dir ./dolphin-llama3-zh-cn-uncensored
llama-cli -m ./dolphin-llama3-zh-cn-uncensored/<file>.gguf -p "..."
Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer

repo = "stephenlzc/dolphin-llama3-zh-cn-uncensored"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
    repo, torch_dtype="auto", device_map="auto"
)
vLLM
vllm serve stephenlzc/dolphin-llama3-zh-cn-uncensored --trust-remote-code

Downloads and variants (1)

The only published repository of dolphin-llama3-zh-cn-uncensored.

RepositoryFormatDownloads
stephenlzc/dolphin-llama3-zh-cn-uncensoredsourceGGUF5.7K

Security-team assessment

Derived from this model’s metadata and the publisher’s claims — not from benchmarks run by this site.

  • dolphin-llama3-zh-cn-uncensored will attempt offensive-security prompts that a hosted commercial model declines, which is what makes it usable for red-team corpus generation and for measuring what an unaligned model of this class produces.
  • The publisher does not state which layers were ablated, so assume nothing about refusal consistency — probe it directly.
  • This release adds fine-tuning on unfiltered data, so its behaviour diverges from the base model beyond refusal removal — differences you measure cannot be attributed to ablation alone.
  • Declared licence is mit, but the terms that bind you are dphn/dolphin-2.9-llama3-8b’s — a re-release cannot grant more than its parent.

Handling: run it isolated, put moderation in front of it if anyone outside your team can reach it, and verify the weights before loading — these are third-party artifacts. Full handling and licence guidance.

Metadata for dolphin-llama3-zh-cn-uncensored is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with stephenlzc, and does not independently verify publisher claims. See responsible use.