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CoRM-182M-top2

ilsp / CoRM-182M-top2

Run on huggingface.co
huggingface.co
Total runs: 638
24-hour runs: 0
7-day runs: 26
30-day runs: 26
Model's Last Updated: September 09 2026
text-generation

Introduction of CoRM-182M-top2

Model Details of CoRM-182M-top2

CoRM-182M (Top-2)

Contrastive Routing Mixture-of-Experts (CoRM). Checkpoint for the paper Beyond Magnitude: Contrastive Routing for Modular Mixture-of-Experts .

Part of the ilsp/CoRM collection.

Model Active Params Total Params Routing
CoRM-182M-top2 266M 777M Top-2
Architecture
Hidden size 768
Layers 12
Attention heads 12 (4 KV heads, GQA)
Intermediate size 3072
Experts 8
Experts per token 2
Vocab size 51200
Max position embeddings 1024
Dtype bfloat16
Usage

This model uses custom modeling code, so trust_remote_code=True is required. 

from transformers import AutoModelForCausalLM, AutoTokenizer

model_id = "ilsp/CoRM-182M-top2"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(model_id, trust_remote_code=True)

inputs = tokenizer("The capital of Greece is", return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=32)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))
Training
Evaluation
Citation

Runs of ilsp CoRM-182M-top2 on huggingface.co

638
Total runs
0
24-hour runs
8
3-day runs
26
7-day runs
26
30-day runs

More Information About CoRM-182M-top2 huggingface.co Model

More CoRM-182M-top2 license Visit here:

https://choosealicense.com/licenses/apache-2.0

CoRM-182M-top2 huggingface.co

CoRM-182M-top2 huggingface.co is an AI model on huggingface.co that provides CoRM-182M-top2's model effect (), which can be used instantly with this ilsp CoRM-182M-top2 model. huggingface.co supports a free trial of the CoRM-182M-top2 model, and also provides paid use of the CoRM-182M-top2. Support call CoRM-182M-top2 model through api, including Node.js, Python, http.

CoRM-182M-top2 huggingface.co Url

https://huggingface.co/ilsp/CoRM-182M-top2

ilsp CoRM-182M-top2 online free

CoRM-182M-top2 huggingface.co is an online trial and call api platform, which integrates CoRM-182M-top2's modeling effects, including api services, and provides a free online trial of CoRM-182M-top2, you can try CoRM-182M-top2 online for free by clicking the link below.

ilsp CoRM-182M-top2 online free url in huggingface.co:

https://huggingface.co/ilsp/CoRM-182M-top2

CoRM-182M-top2 install

CoRM-182M-top2 is an open source model from GitHub that offers a free installation service, and any user can find CoRM-182M-top2 on GitHub to install. At the same time, huggingface.co provides the effect of CoRM-182M-top2 install, users can directly use CoRM-182M-top2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

CoRM-182M-top2 install url in huggingface.co:

https://huggingface.co/ilsp/CoRM-182M-top2

Url of CoRM-182M-top2

CoRM-182M-top2 huggingface.co Url

Provider of CoRM-182M-top2 huggingface.co

ilsp
ORGANIZATIONS
huggingface.co

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