57 lines
1.6 KiB
Markdown
57 lines
1.6 KiB
Markdown
|
---
|
||
|
|
license: apache-2.0
|
||
|
|
base_model:
|
||
|
|
- ibm-granite/granite-4.1-8b
|
||
|
|
- treadon/granite-4.1-8b-Abliterated-AND-Disinhibited
|
||
|
|
- nightmedia/granite-4.1-8B-TNG-Coder-V11-3000-Heretic
|
||
|
|
pipeline_tag: text-generation
|
||
|
|
library_name: transformers
|
||
|
|
tags:
|
||
|
|
- finetune
|
||
|
|
- granite-4.1
|
||
|
|
- reasoning
|
||
|
|
- thinking
|
||
|
|
- emergent
|
||
|
|
- mlx
|
||
|
|
---
|
||
|
|
|
||
|
|
# granite-4.1-8B-TNG-Coder-V11-3000-Heretic-BF16
|
||
|
|
|
||
|
|
This model was trained on a base of treadon/granite-4.1-8b-Abliterated-AND-Disinhibited.
|
||
|
|
|
||
|
|
The training was exclusively in backend development, and took place on DS9, with Spock and Data for Haskell, Worf for Golang, Odo for Python, assisted by Garak, Quark, and Q.
|
||
|
|
|
||
|
|
The teacher was a Qwen3.6-35B-A3B with special tuning, profiled to respond in character, think, and serve humour as needed. A second round of training added a rich set of Claude traces, mixed in with lessons already learned.
|
||
|
|
|
||
|
|
It has thinking mode by default, unlike the parent model.
|
||
|
|
|
||
|
|
|
||
|
|
```brainwaves
|
||
|
|
arc arc/e boolq hswag obkqa piqa wino
|
||
|
|
bf16 0.561,0.756,0.862,0.747,0.438,0.805,0.711
|
||
|
|
q8-hi 0.562,0.755,0.861,0.746,0.428,0.803,0.703
|
||
|
|
qx86-hi 0.565,0.756,0.863,0.747,0.436,0.804,0.712
|
||
|
|
```
|
||
|
|
|
||
|
|
## Use with mlx
|
||
|
|
|
||
|
|
```bash
|
||
|
|
pip install mlx-lm
|
||
|
|
```
|
||
|
|
|
||
|
|
```python
|
||
|
|
from mlx_lm import load, generate
|
||
|
|
|
||
|
|
model, tokenizer = load("granite-4.1-8B-TNG-Coder-V11-3000-Heretic-BF16")
|
||
|
|
|
||
|
|
prompt = "hello"
|
||
|
|
|
||
|
|
if tokenizer.chat_template is not None:
|
||
|
|
messages = [{"role": "user", "content": prompt}]
|
||
|
|
prompt = tokenizer.apply_chat_template(
|
||
|
|
messages, add_generation_prompt=True, return_dict=False,
|
||
|
|
)
|
||
|
|
|
||
|
|
response = generate(model, tokenizer, prompt=prompt, verbose=True)
|
||
|
|
```
|