igorktech / Qwen3.5-2B-multiharness-RL-GGUF

huggingface.co
Total runs: 742
24-hour runs: 0
7-day runs: 159
30-day runs: 159
Model's Last Updated: October 16 2026
image-text-to-text

Introduction of Qwen3.5-2B-multiharness-RL-GGUF

Model Details of Qwen3.5-2B-multiharness-RL-GGUF

Qwen3.5-2B-multiharness-RL GGUF

GGUF quantizations of FineEnvs/Qwen3.5-2B-multiharness-RL .

File Quant
Qwen3.5-2B-multiharness-RL-Q8_0.gguf Q8_0
Qwen3.5-2B-multiharness-RL-Q6_K.gguf Q6_K
Qwen3.5-2B-multiharness-RL-Q5_K_M.gguf Q5_K_M
Qwen3.5-2B-multiharness-RL-Q4_K_M.gguf Q4_K_M
Qwen3.5-2B-multiharness-RL-Q4_K_S.gguf Q4_K_S
Qwen3.5-2B-multiharness-RL-IQ4_XS.gguf IQ4_XS (imatrix)
Qwen3.5-2B-multiharness-RL-Q3_K_M.gguf Q3_K_M (imatrix)
Qwen3.5-2B-multiharness-RL-IQ3_M.gguf IQ3_M (imatrix)
Qwen3.5-2B-multiharness-RL-Q2_K.gguf Q2_K (imatrix)
mmproj-Qwen3.5-2B-multiharness-RL-f16.gguf vision projector (F16)

IQ quants and quants at Q3 and below use an importance matrix computed on wikitext-2-raw.

The multi-token-prediction (MTP) head declared in the source config is not present in the released weights, so these files contain the main model only.

Usage
llama-server -m Qwen3.5-2B-multiharness-RL-Q4_K_M.gguf --temp 0.8 --top-p 1.0

Image input (the source card claims no image benchmark; this release was tuned for text/tool use):

llama-mtmd-cli -m Qwen3.5-2B-multiharness-RL-Q4_K_M.gguf \
  --mmproj mmproj-Qwen3.5-2B-multiharness-RL-f16.gguf --image photo.jpg -p "Describe this image."

Sampling settings from the source card: temperature 0.8, top-p 1.0.

License and provenance

Derived from Qwen/Qwen3.5-2B under the Apache License 2.0, via the FineEnvs reinforcement-learning fine-tune. LICENSE, NOTICE and release_manifest.json from the source repository are included unchanged. Not an official Qwen or FineEnvs release.

Quantization only; the weights are not otherwise modified. The vision projector was converted using preprocessor_config.json from the base Qwen/Qwen3.5-2B repository, as the source repository does not ship one (the vision architecture is identical to the base model).

Runs of igorktech Qwen3.5-2B-multiharness-RL-GGUF on huggingface.co

742
Total runs
0
24-hour runs
159
3-day runs
159
7-day runs
159
30-day runs

More Information About Qwen3.5-2B-multiharness-RL-GGUF huggingface.co Model

More Qwen3.5-2B-multiharness-RL-GGUF license Visit here:

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

Qwen3.5-2B-multiharness-RL-GGUF huggingface.co

Qwen3.5-2B-multiharness-RL-GGUF huggingface.co is an AI model on huggingface.co that provides Qwen3.5-2B-multiharness-RL-GGUF's model effect (), which can be used instantly with this igorktech Qwen3.5-2B-multiharness-RL-GGUF model. huggingface.co supports a free trial of the Qwen3.5-2B-multiharness-RL-GGUF model, and also provides paid use of the Qwen3.5-2B-multiharness-RL-GGUF. Support call Qwen3.5-2B-multiharness-RL-GGUF model through api, including Node.js, Python, http.

Qwen3.5-2B-multiharness-RL-GGUF huggingface.co Url

https://huggingface.co/igorktech/Qwen3.5-2B-multiharness-RL-GGUF

igorktech Qwen3.5-2B-multiharness-RL-GGUF online free

Qwen3.5-2B-multiharness-RL-GGUF huggingface.co is an online trial and call api platform, which integrates Qwen3.5-2B-multiharness-RL-GGUF's modeling effects, including api services, and provides a free online trial of Qwen3.5-2B-multiharness-RL-GGUF, you can try Qwen3.5-2B-multiharness-RL-GGUF online for free by clicking the link below.

igorktech Qwen3.5-2B-multiharness-RL-GGUF online free url in huggingface.co:

https://huggingface.co/igorktech/Qwen3.5-2B-multiharness-RL-GGUF

Qwen3.5-2B-multiharness-RL-GGUF install

Qwen3.5-2B-multiharness-RL-GGUF is an open source model from GitHub that offers a free installation service, and any user can find Qwen3.5-2B-multiharness-RL-GGUF on GitHub to install. At the same time, huggingface.co provides the effect of Qwen3.5-2B-multiharness-RL-GGUF install, users can directly use Qwen3.5-2B-multiharness-RL-GGUF installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Qwen3.5-2B-multiharness-RL-GGUF install url in huggingface.co:

https://huggingface.co/igorktech/Qwen3.5-2B-multiharness-RL-GGUF

Url of Qwen3.5-2B-multiharness-RL-GGUF

Qwen3.5-2B-multiharness-RL-GGUF huggingface.co Url

Provider of Qwen3.5-2B-multiharness-RL-GGUF huggingface.co

igorktech
ORGANIZATIONS

Other API from igorktech

huggingface.co

Total runs: 91
Run Growth: 67
Growth Rate: 73.63%
Updated:September 14 2026
huggingface.co

Total runs: 45
Run Growth: -232
Growth Rate: -515.56%
Updated:January 18 2024
huggingface.co

Total runs: 40
Run Growth: -89
Growth Rate: -222.50%
Updated:January 18 2024
huggingface.co

Total runs: 20
Run Growth: 0
Growth Rate: 0.00%
Updated:August 06 2025
huggingface.co

Total runs: 16
Run Growth: 0
Growth Rate: 0.00%
Updated:August 06 2025
huggingface.co

Total runs: 13
Run Growth: 0
Growth Rate: 0.00%
Updated:August 06 2025
huggingface.co

Total runs: 6
Run Growth: -5
Growth Rate: -83.33%
Updated:February 01 2023
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:October 29 2025
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:October 30 2025
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:August 06 2025