AstraGPTCoder 7B is an open-source language model by adityawakharkar. Features: 7b LLM, VRAM: 15.2GB, Context: 32K, License: apache-2.0, Instruction-Based, Code Generating, LLM Explorer Score: 0.32.
Astragpt Base model:adapter:adityawakha... Base model:adityawakharkar/ast... Chain-of-thought Codegen Coding Conversational Custom-architecture Custom-tokenizer En Endpoints compatible Finetuned From-scratch Instruct Lora Peft Qwen2 Reasoning Region:us Rtx-4090 Safetensors Sharded Tantra-ai-labs Tensorflow Think-tags Unsloth
Model Card on HF 🤗: https://huggingface.co/adityawakharkar/AstraGPTCoder-7B
AstraGPTCoder 7B 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)
AstraGPTCoder 7B Parameters and Internals
| LLM Name | AstraGPTCoder 7B |
| Repository 🤗 | https://huggingface.co/adityawakharkar/AstraGPTCoder-7B |
| Model Creator | Tantra AI Labs |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 15.2 GB |
| Updated | 2026-04-21 |
| Maintainer | adityawakharkar |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Generates Code | Yes |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.45.0 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 152064 |
| Torch Data Type | float16 |
| Errors | replace |
Best Alternatives to AstraGPTCoder 7B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen2.5 7B Rebase | 986K / 15.2 GB | 73 | 2 |
| Qwen2.5 7B Rebase | 986K / 15.2 GB | 16 | 2 |
| StockQwen 2.5 7B | 128K / 15.2 GB | 25 | 6 |
| DareQwen 2.5 7B | 128K / 15.2 GB | 0 | 1 |
| Tessa T1 7B | 117K / 15.2 GB | 12 | 10 |
| UIGEN T1.5 7B | 117K / 15.2 GB | 7 | 6 |
| Qwen2.5 Coder 7B Instruct | 32K / 15.2 GB | 2110918 | 684 |
| Qwen2.5 Coder 7B Instruct MLX | 32K / 15.2 GB | 799 | 2 |
| Hemlock2 Coder 7B | 32K / 15.2 GB | 192 | 0 |
| Qwen2.5 7B MS Destroyer | 32K / 15.2 GB | 7 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than adityawakharkar/AstraGPTCoder-7B .
Rank the AstraGPTCoder 7B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a