What are the hardware requirements for Qwen3.5 2B Multiharness RL?

Qwen3.5 2B Multiharness RL requires approximately 4.4 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Qwen3.5 2B Multiharness RL and how large is it?

Qwen3.5 2B Multiharness RL is developed by FineEnvs, a model with 2b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Qwen3.5 2B Multiharness RL?

Qwen3.5 2B Multiharness RL is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qwen3.5 2B Multiharness RL by FineEnvs — VRAM 4.4GB

Name: Qwen3.5 2B Multiharness RL
Author: FineEnvs

Qwen3.5 2B Multiharness RL is an open-source language model by FineEnvs. Features: 2b LLM, VRAM: 4.4GB, License: apache-2.0, LLM Explorer Score: 0.31.

Agent Base model:finetune:qwen/qwen3... Base model:qwen/qwen3.5-2b Conversational Dataset:fineenvs/smoldataenvs-... En Endpoints compatible Grpo Harbor Image-text-to-text Model-index Multi-harness Openenv Qwen3 5 Region:us Safetensors Smoldataenvs Trl

Model Card on HF 🤗: https://huggingface.co/FineEnvs/Qwen3.5-2B-multiharness-RL

Qwen3.5 2B Multiharness RL Parameters and Internals

LLM Name	Qwen3.5 2B Multiharness RL
Repository 🤗	https://huggingface.co/FineEnvs/Qwen3.5-2B-multiharness-RL
Base Model(s)	Qwen/Qwen3.5-2B Qwen/Qwen3.5-2B
Model Size	2b
Required VRAM	4.4 GB
Updated	2026-10-05
Maintainer	FineEnvs
Model Type	qwen3_5
Model Files	4.4 GB
Supported Languages	en
Model Architecture	Qwen3_5ForConditionalGeneration
License	apache-2.0
Model Max Length	262144
Transformers Version	5.14.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Errors	replace

Rank the Qwen3.5 2B Multiharness RL capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to Qwen3.5 2B Multiharness RL

Best Alternatives	Context / RAM	Downloads	Likes
Qwen3.5 2B	0K / 4.5 GB	2633311	352
WeMM Embedding 2B	0K / 5.4 GB	5433	68
Qwen3.5 2B Base	0K / 4.5 GB	809591	82
...e Qwen3.5 2B Decision MLX Bf16	0K / 3.8 GB	2801	2
Intern Decision 2B	0K / 0.1 GB	162	9
Qwen3.8 2B Distill	0K / 4.5 GB	2056	24
Qwen3.5 2B	0K / 4.5 GB	103487	18
Wendi 2B	0K / 4.4 GB	174	1
Qwen3.8 2B MLX 4.83B	0K / 1.3 GB	281	1
Tamil Lm 2B Instruct	0K / 0.8 GB	207	7

Note: green Score (e.g. "73.2") means that the model is better than FineEnvs/Qwen3.5-2B-multiharness-RL.