8-bit 8bit Base model:agentica-org/deepco... Base model:quantized:agentica-... Conversational Dataset:likaixin/taco-verified Dataset:livecodebench/code gen... Dataset:primeintellect/verifia... En Mlx Quantized Qwen2 Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/DeepCoder-14B-Preview-8bit
DeepCoder 14B Preview 8bit 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)
DeepCoder 14B Preview 8bit Parameters and Internals
| LLM Name | DeepCoder 14B Preview 8bit |
| Repository 🤗 | https://huggingface.co/mlx-community/DeepCoder-14B-Preview-8bit |
| Base Model(s) | |
| Model Size | 14b |
| Required VRAM | 15.7 GB |
| Updated | 2025-06-01 |
| Maintainer | mlx-community |
| Model Type | qwen2 |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 8bit |
| Model Architecture | Qwen2ForCausalLM |
| License | mit |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.47.1 |
| Tokenizer Class | LlamaTokenizerFast |
| Padding Token | <｜end▁of▁sentence｜> |
| Vocabulary Size | 152064 |
| Torch Data Type | float32 |
Best Alternatives to DeepCoder 14B Preview 8bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen2.5 14B Instruct 1M 8bit | 986K / 15.7 GB | 68 | 7 |
| ...B Instruct 1M Unsloth Bnb 4bit | 986K / 14.3 GB | 76 | 3 |
| ...en2.5 14B Instruct 1M Bnb 4bit | 986K / 9.9 GB | 57 | 2 |
| Qwen2.5 14B Instruct 1M 4bit | 986K / 8.3 GB | 34 | 2 |
| QwQ 14B Math V0.2 | 128K / 29.7 GB | 147 | 15 |
| Qwen Carpmuscle V0.3 | 128K / 29.7 GB | 12 | 0 |
| ...till Qwen 14B Unsloth Bnb 4bit | 128K / 14.2 GB | 9317 | 29 |
| Qwen2.5 14B Unsloth Bnb 4bit | 128K / 12.1 GB | 3135 | 1 |
| ...k R1 Distill Qwen 14B Bnb 4bit | 128K / 9.9 GB | 3397 | 4 |
| DeepCoder 14B Preview 4bit | 128K / 8.3 GB | 292 | 2 |
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/DeepCoder-14B-Preview-8bit .
Rank the DeepCoder 14B Preview 8bit Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227