| ---
|
| base_model: Hcompany/Holo-3.1-4B
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| library_name: transformers
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| pipeline_tag: text-generation
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| tags:
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| - coding
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| - merged
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| - safetensors
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| - python
|
| ---
|
|
|
| # Holo-3.1-4B Coding Merged Model
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|
|
| ## Overview
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|
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| This repository contains a merged Transformers checkpoint produced from `Hcompany/Holo-3.1-4B` and the companion coding LoRA adapter. It is intended for users who prefer loading a standard merged model rather than applying a PEFT adapter at runtime.
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|
|
| ## What Is Included
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| - Merged model weights in sharded `safetensors` format.
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| - Model configuration and generation configuration.
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| - Tokenizer and chat template files.
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| - A model card summarizing the measured coding adaptation result.
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|
|
| ## Training And Evaluation Summary
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|
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| The underlying adapter was trained with supervised fine-tuning on curated coding instruction data. Evaluation used an 80-task held-out greedy decoding probe drawn from HumanEval-style and MBPP-style tasks.
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| Measured result on the held-out probe:
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| - Base model: 24 / 80 tasks passed.
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| - Adapted model: 31 / 80 tasks passed.
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| - Relative lift over the measured base result: 29.17%.
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|
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| The merged model should match the adapter-applied behavior, subject to normal numerical and runtime differences.
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|
|
| ## Intended Use
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| Use this checkpoint for coding assistance experiments, Python function generation, lightweight algorithmic problem solving, and local inference workflows that expect standard Transformers model files.
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|
|
| ## Known Limitations
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|
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| - The evaluation probe is small and does not cover all programming languages or repository-scale workflows.
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| - The model can produce incorrect code, incomplete reasoning, or solutions that fail edge cases.
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| - Generated code should be reviewed, tested, and sandboxed where appropriate.
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| - The checkpoint inherits limitations and licensing terms from the base model and adaptation data sources.
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|
|
| ## File List
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|
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| - `model-00001-of-00009.safetensors` through `model-00009-of-00009.safetensors`: merged model shards.
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| - `model.safetensors.index.json`: shard index.
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| - `config.json`, `generation_config.json`: model configuration files.
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| - `tokenizer.json`, `tokenizer_config.json`, `chat_template.jinja`: tokenizer/chat assets.
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| - `README.md`: this model card.
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|
|
| ## Reproducibility And Provenance
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|
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| The model was produced by merging a PEFT LoRA coding adapter into `Hcompany/Holo-3.1-4B` and saving the result as sharded `safetensors`. Companion evaluation and training provenance artifacts are available in the LoRA repository.
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|
|
| <!-- evidence-files:start -->
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|
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| ## Evidence files
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| Run evidence for this release is stored in the repository under `evidence/`:
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| - [`evidence/holo_4b_repair38_merge_cpu_out_v3_merge_summary.json`](./evidence/holo_4b_repair38_merge_cpu_out_v3_merge_summary.json)
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| - [`evidence/holo_4b_repair38_merge_cpu_out_v3_holo_4b_repair38_adapter_release_summary.json`](./evidence/holo_4b_repair38_merge_cpu_out_v3_holo_4b_repair38_adapter_release_summary.json)
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| These files are compact local/Kaggle run artifacts used to document training, evaluation, merge, or quantization evidence for this model family.
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|
|
| <!-- evidence-files:end -->
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|
|
