metadata
license: apache-2.0
language:
- en
tags:
- control-vector
- creative-writing
base_model:
- zai-org/GLM-4.6
base_model_relation: adapter
pipeline_tag: text-generation
library_name: transformers
gghfez/GLM-4.6-control-vectors
Creative Writing control-vectors for zai-org/GLM-4.6
Feedback is welcome and would be very helpful.
Usage
Apply the debias vector and either the positive or negative vector when starting llama-server. If both are applied, they will cancel each other out.
You can use either --control-vector [/path/to/vector.gguf] or --control-vector-scaled [/path/to/vector.gguf] [scale factor]
The debias vector must be set to 1.0
IMPORTANT: The positive and negative axis control vectors must be used along with the relevant de-bias control vector - they cannot be used on their own!
Llama.cpp / IK_Llama.cpp Example
Creative writing
llama-server --model GLM-4.6-UD-IQ2_XXS-00001-of-00003.gguf [your usual CLI arguments] \
--control-vector-scaled glm-4.6_honesty_vs_machiavellianism__debias.gguf 1.0 \
--control-vector-scaled glm-4.6_honesty_vs_machiavellianism__machiavellianism.gguf 1.0 \
Creative Writing without reasoning
llama-server --model GLM-4.6-UD-IQ2_XXS-00001-of-00003.gguf [your usual CLI arguments] \
--chat-template-kwargs '{"enable_thinking": false}' \
--control-vector-scaled glm-4.6_honesty_vs_machiavellianism__debias.gguf 1.0 \
--control-vector-scaled glm-4.6_honesty_vs_machiavellianism__machiavellianism.gguf 1.0 \
Assistant
llama-server --model GLM-4.6-IQ3_KS-00001-of-00004.gguf [your usual CLI arguments] \
--control-vector-scaled glm-4.6_communication__debias.gguf 1.0 \
--control-vector-scaled glm-4.6_communication__direct_communication.gguf 1.0 \
Limitations
With reasoning enabled on extreme quants like IQ2_XXS, very simple prompts like "Hi" may result in irrelevant replies.