Arxiv:2401.02415 4b Analytical Architect Autotrain compatible Aws Azure Base model:finetune:valiantlab... Base model:valiantlabs/qwen3-4... Brainstorm Brainstorm20x Chat Cloud Code Code generation Code-instruct Codegen Coder Coding Conversational Creative Dataset:sequelbox/raiden-deeps... Dataset:sequelbox/tachibana2-d... Dataset:sequelbox/titanium2.1-... Dev-ops Developer En Endpoints compatible Engineer Esper Esper-3 Expert Gcp Instruct Javascript Jenkins Merge Powershell Problem-solving Python Qwen Qwen-3 Qwen-3-4b Qwen3 Qwencoder Rationality Reasoning Region:us Safetensors Scripting Sharded Tensorflow Terraform Valiant Valiant-labs
Model Card on HF 🤗: https://huggingface.co/DavidAU/Qwen3-Esper3-Reasoning-CODER-Instruct-6B-Brainstorm20x
Qwen3 Esper3 Reasoning CODER Instruct 6B Brainstorm20x Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Qwen3 Esper3 Reasoning CODER Instruct 6B Brainstorm20x Parameters and Internals
| LLM Name | Qwen3 Esper3 Reasoning CODER Instruct 6B Brainstorm20x |
| Repository 🤗 | https://huggingface.co/DavidAU/Qwen3-Esper3-Reasoning-CODER-Instruct-6B-Brainstorm20x |
| Base Model(s) | |
| Model Size | 4b |
| Required VRAM | 11.9 GB |
| Updated | 2025-09-10 |
| Maintainer | DavidAU |
| Model Type | qwen3 |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Generates Code | Yes |
| Model Architecture | Qwen3ForCausalLM |
| License | apache-2.0 |
| Context Length | 40960 |
| Model Max Length | 40960 |
| Transformers Version | 4.52.0.dev0 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 151936 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to Qwen3 Esper3 Reasoning CODER Instruct 6B Brainstorm20x
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| ...DER Instruct 12B Brainstorm20x | 40K / 47.3 GB | 15 | 0 |
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124