722 Downloads Updated 8 months ago
ollama run richardyoung/dolphin-yi-34b-heretic
Abliterated (uncensored) version of Dolphin-2.9.1-Yi-1.5-34B for unrestricted conversations, creative writing, and multi-domain expertise.
This model is an abliterated version of cognitivecomputations/dolphin-2.9.1-yi-1.5-34b, itself a full-weight Dolphin fine-tune of 01-ai/Yi-1.5-34B, with refusal behavior reduced through targeted weight modification. The abliteration process uses the Heretic library with conservative parameters to preserve model coherence while removing restrictions. The underlying Dolphin tune scores 77.4 on MMLU and brings strong conversational, instruction-following, and coding abilities.
| Metric | Before | After |
|---|---|---|
| Refusals | TBD | TBD |
| Reduction | - | TBD |
| KL Divergence | - | TBD |
Refusal metrics pending re-measurement.
A low KL divergence (< 1.0) is targeted to ensure the model maintains its original capabilities and coherence.
| Tag | Size | BPW | Notes |
|---|---|---|---|
latest / F16 |
61 GB | ~16 | Full-precision weights |
BPW reference guide (bits per weight, for comparison with quantized releases):
| Quant | BPW |
|---|---|
| IQ3_M | 3.66 |
| IQ4_XS | 4.25 |
| Q4_K_M | 4.85 |
| Q5_K_M | 5.68 |
| Q6_K | 6.56 |
| Q8_0 | 8.5 |
Also available on HuggingFace: richardyoung, Uncensored & Abliterated LLMs
# Pull and run
ollama run richardyoung/dolphin-yi-34b-heretic
# Or with specific version
ollama run richardyoung/dolphin-yi-34b-heretic:latest
This model uses the ChatML prompt template.
| VRAM | Performance |
|---|---|
| 48 GB | Tight, may swap to CPU |
| 64 GB | Good performance |
| 80 GB+ | Excellent performance |
The F16 weights are ~61GB on disk; running fully in VRAM requires a high-memory GPU (e.g. A100 80GB / H100) or multi-GPU. Smaller machines can offload layers to system RAM at reduced speed.
Base Model: cognitivecomputations/dolphin-2.9.1-yi-1.5-34b (fine-tune of 01-ai/Yi-1.5-34B) Parameters: 34.4B Context Length: 8K tokens (fine-tuned at 8192 sequence length; Yi-1.5-34B base is 4K, rope theta 1,000,000) Prompt Template: ChatML Format: F16 (full precision) Abliteration Method: Heretic library with conservative weight modification
This model has reduced safety guardrails. The removal of refusal behavior means the model will engage with a wider range of prompts. Use responsibly and in accordance with applicable laws and regulations.
Built & maintained by Richard Young ยท DeepNeuro