Text Classification
Transformers
Safetensors
qwen3
text-generation
code-reward-model
reward-model
grpo
selection
best-of-n
rlhf
awq
awq-int4
quantized
4bit
noesis
dhcf-fno
apache-2.0
text-embeddings-inference
4-bit precision
Instructions to use AMAImedia/CodeRM-GRPO-Selection-8B-NOESIS-AWQ-INT4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use AMAImedia/CodeRM-GRPO-Selection-8B-NOESIS-AWQ-INT4 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="AMAImedia/CodeRM-GRPO-Selection-8B-NOESIS-AWQ-INT4")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("AMAImedia/CodeRM-GRPO-Selection-8B-NOESIS-AWQ-INT4") model = AutoModelForCausalLM.from_pretrained("AMAImedia/CodeRM-GRPO-Selection-8B-NOESIS-AWQ-INT4", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Add unified NOESIS profile header
Browse files
README.md
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library_name: transformers
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license: apache-2.0
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license_link: LICENSE
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- noesis
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# CodeRM-GRPO-Selection-8B — NOESIS AWQ-INT4
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*NOESIS DHCF-FNO framework — AMAImedia.com.*
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*BF16 source bundle: [`AMAImedia/CodeRM-GRPO-Selection-8B`](https://huggingface.co/AMAImedia/CodeRM-GRPO-Selection-8B) (if/when published).*
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library_name: transformers
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license: apache-2.0
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license_link: LICENSE
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- noesis
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- dhcf-fno
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- apache-2.0
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Released as part of the NOESIS Professional Multilingual Dubbing Automation Platform (framework: DHCF-FNO — Deterministic Hybrid Control Framework for Frozen Neural Operators).
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Founder: Ilia Bolotnikov
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Organization: AMAImedia.com
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X (Twitter): @AMAImediacom
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LinkedIn: Ilia Bolotnikov
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Telegram: @djbionicl
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NOESIS version: v16.1
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Release date: 2026-08
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# CodeRM-GRPO-Selection-8B — NOESIS AWQ-INT4
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*NOESIS DHCF-FNO framework — AMAImedia.com.*
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*BF16 source bundle: [`AMAImedia/CodeRM-GRPO-Selection-8B`](https://huggingface.co/AMAImedia/CodeRM-GRPO-Selection-8B) (if/when published).*
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