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Alibaba

Qwen2.5-3B-Instruct

Instruction-tuned · 2024-09-19 · Verified

Research summary

Research summary

Good for
Inference, LoRA, SFT, RL
Not suitable / limits
No explicit limitation evidence
How to get it
Open weights
Hardware tier
Inference: 16GB GPU · LoRA: 16GB GPU
Paper adoption
1 · Paper adoption
Reproduction risk
Some key facts need verification
Evidence state
Verified
Model positioningGeneralMultilingualCodingMathematicsChat

Access and distribution ladder

ProductPending verificationPending verification
APIPending verificationPending verification
WeightsYesYes
BaseYesYes
Finetuning allowedYesYes
Derivative distributionYesYes

At a glance

Model positioning
General, Multilingual, Coding, Mathematics, Chat
Architecture
Dense
Parameters
3.09B parameters
Active parameters
3.09B
Experts
Not applicable
Experts / token
Not applicable
Context length
32768 tokens
Modalities
Text
Open weights
Yes
Base checkpoint
Yes
Finetuning allowed
Yes
Derivatives allowed
Yes
Commercial use
No
License
Qwen License

Unresolved fields

These fields stay explicit instead of being guessed; verify them against the source or model card.

3 key fields need verification

How to read unknown states

These states intentionally preserve evidence boundaries; they are not false, zero, or definite facts.

Not disclosedThe official source does not disclose this; do not infer that it is absent.
The official source does not disclose this; do not infer that it is absent.
Not applicableThis field does not apply to this record; it is not missing or negative.
This field does not apply to this record; it is not missing or negative.
Not reportedThe source or paper did not report it; this is not false, zero, or confirmed absence.
The source or paper did not report it; this is not false, zero, or confirmed absence.
Not verifiedThe field is retained, but current evidence is not verified; add first-party evidence before relying on it.
The field is retained, but current evidence is not verified; add first-party evidence before relying on it.
Conflicting evidenceFirst-party sources conflict; no single value is selected.
First-party sources conflict; no single value is selected.
Not publishedThe record is not published yet; this is not the same as a broken source link.
The record is not published yet; this is not the same as a broken source link.
UnavailableThe current source is unavailable; do not infer that the fact does not exist.
The current source is unavailable; do not infer that the fact does not exist.

Specializations & research readiness

GeneralMultilingualCodingMathematicsChat
Inference
Yes
LoRA
Yes
SFT
Yes
RL
Yes
Transformers
Yes
vLLM
Yes
SGLang
Yes
veRL recipe
Not reported

Hardware tiers

Inference
16GB GPU
LoRA
16GB GPU
Full-parameter SFT
24GB GPU
RL
48GB GPU

Paper adoption

Replacement candidates and family versions

Candidates are derived from catalog family, generation, and release metadata; this is not a quality score or a substitute for experiments.