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OpenCoder-8B-Instruct

Text Generation
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Safetensors
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llama
conversational
text-generation-inference
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RiccardoDav commited on
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add AIBOM

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Dear model owner(s),
We are a group of researchers investigating the usefulness of sharing AIBOMs (Artificial Intelligence Bill of Materials) to document AI models – AIBOMs are machine-readable structured lists of components (e.g., datasets and models) used to enhance transparency in AI-model supply chains.

To pursue the above-mentioned objective, we identified popular models on HuggingFace and, based on your model card (and some configuration information available in HuggingFace), we generated your AIBOM according to the CyclonDX (v1.6) standard (see https://cyclonedx.org/docs/1.6/json/). AIBOMs are generated as JSON files by using the following open-source supporting tool: https://github.com/MSR4SBOM/ALOHA (technical details are available in the research paper: https://github.com/MSR4SBOM/ALOHA/blob/main/ALOHA.pdf).

The JSON file in this pull request is your AIBOM (see https://github.com/MSR4SBOM/ALOHA/blob/main/documentation.json for details on its structure).

Clearly, the submitted AIBOM matches the current model information, yet it can be easily regenerated when the model evolves, using the aforementioned AIBOM generator tool.

We open this pull request containing an AIBOM of your AI model, and hope it will be considered. We would also like to hear your opinion on the usefulness (or not) of AIBOM by answering a 3-minute anonymous survey: https://forms.gle/WGffSQD5dLoWttEe7.

Thanks in advance, and regards,
Riccardo D’Avino, Fatima Ahmed, Sabato Nocera, Simone Romano, Giuseppe Scanniello (University of Salerno, Italy),
Massimiliano Di Penta (University of Sannio, Italy),
The MSR4SBOM team

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  1. infly_OpenCoder-8B-Instruct.json +171 -0
infly_OpenCoder-8B-Instruct.json ADDED
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+ {
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+ "bomFormat": "CycloneDX",
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+ "specVersion": "1.6",
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+ "serialNumber": "urn:uuid:674452ba-d230-4d3b-90b5-74ccd0c20c63",
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+ "version": 1,
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+ "metadata": {
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+ "timestamp": "2025-06-05T09:40:49.133901+00:00",
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+ "component": {
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+ "type": "machine-learning-model",
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+ "bom-ref": "infly/OpenCoder-8B-Instruct-d195bd27-df6f-5de8-8ab3-9f475c6cc49c",
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+ "name": "infly/OpenCoder-8B-Instruct",
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+ "externalReferences": [
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+ {
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+ "url": "https://huggingface.co/infly/OpenCoder-8B-Instruct",
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+ "type": "documentation"
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+ }
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+ ],
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+ "modelCard": {
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+ "modelParameters": {
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+ "task": "text-generation",
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+ "architectureFamily": "llama",
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+ "modelArchitecture": "LlamaForCausalLM",
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+ "datasets": [
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+ {
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+ "ref": "OpenCoder-LLM/opencoder-sft-stage1-372d7af3-6153-5091-b5cd-39c612c74e03"
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+ },
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+ {
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+ "ref": "OpenCoder-LLM/opencoder-sft-stage2-ea53b7ac-b98d-5eef-a195-834ce3ec5a49"
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+ }
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+ ]
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+ },
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+ "properties": [
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+ {
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+ "name": "library_name",
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+ "value": "transformers"
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+ },
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+ {
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+ "name": "base_model",
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+ "value": "infly/OpenCoder-8B-Base"
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+ }
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+ ]
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+ },
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+ "authors": [
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+ {
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+ "name": "infly"
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+ }
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+ ],
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+ "licenses": [
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+ {
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+ "license": {
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+ "name": "inf",
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+ "url": "https://huggingface.co/infly/OpenCoder-8B-Instruct/blob/main/LICENSE"
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+ }
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+ }
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+ ],
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+ "tags": [
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+ "transformers",
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+ "safetensors",
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+ "llama",
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+ "text-generation",
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+ "conversational",
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+ "en",
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+ "zh",
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+ "dataset:OpenCoder-LLM/opencoder-sft-stage1",
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+ "dataset:OpenCoder-LLM/opencoder-sft-stage2",
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+ "arxiv:2411.04905",
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+ "base_model:infly/OpenCoder-8B-Base",
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+ "base_model:finetune:infly/OpenCoder-8B-Base",
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+ "license:other",
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+ "autotrain_compatible",
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+ "text-generation-inference",
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+ "endpoints_compatible",
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+ "region:us"
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+ ]
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+ }
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+ },
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+ "components": [
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+ {
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+ "type": "data",
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+ "bom-ref": "OpenCoder-LLM/opencoder-sft-stage1-372d7af3-6153-5091-b5cd-39c612c74e03",
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+ "name": "OpenCoder-LLM/opencoder-sft-stage1",
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+ "data": [
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+ {
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+ "type": "dataset",
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+ "bom-ref": "OpenCoder-LLM/opencoder-sft-stage1-372d7af3-6153-5091-b5cd-39c612c74e03",
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+ "name": "OpenCoder-LLM/opencoder-sft-stage1",
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+ "contents": {
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+ "url": "https://huggingface.co/datasets/OpenCoder-LLM/opencoder-sft-stage1",
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+ "properties": [
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+ {
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+ "name": "configs",
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+ "value": "Name of the dataset subset: filtered_infinity_instruct {\"split\": \"train\", \"path\": \"data/filtered_infinity_instruct-*\"}"
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+ },
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+ {
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+ "name": "configs",
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+ "value": "Name of the dataset subset: largescale_diverse_instruct {\"split\": \"train\", \"path\": \"data/largescale_diverse_instruct-*\"}"
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+ },
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+ {
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+ "name": "configs",
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+ "value": "Name of the dataset subset: realuser_instruct {\"split\": \"train\", \"path\": \"data/realuser_instruct-*\"}"
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+ },
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+ {
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+ "name": "license",
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+ "value": "mit"
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+ }
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+ ]
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+ },
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+ "governance": {
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+ "owners": [
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+ {
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+ "organization": {
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+ "name": "OpenCoder-LLM",
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+ "url": "https://huggingface.co/OpenCoder-LLM"
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+ }
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+ }
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+ ]
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+ },
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+ "description": "\n\n\t\n\t\t\n\t\tOpenCoder Dataset\n\t\n\nThe OpenCoder dataset is composed of the following datasets:\n\nopc-sft-stage1: the sft data used for opencoder sft-stage1 <-- you are here\nopc-sft-stage2: the sft data used for opencoder sft-stage2\nopc-annealing-corpus: the synthetic data & algorithmic corpus used for opencoder annealing\nopc-fineweb-code-corpus: the code-related page recalled from fineweb\nopc-fineweb-math-corpus: the math-related page recalled from finewebrefineCode-code-corpus-meta: the meta-data\u2026 See the full description on the dataset page: https://huggingface.co/datasets/OpenCoder-LLM/opc-sft-stage1."
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+ }
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+ ]
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+ },
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+ {
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+ "type": "data",
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+ "bom-ref": "OpenCoder-LLM/opencoder-sft-stage2-ea53b7ac-b98d-5eef-a195-834ce3ec5a49",
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+ "name": "OpenCoder-LLM/opencoder-sft-stage2",
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+ "data": [
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+ {
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+ "type": "dataset",
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+ "bom-ref": "OpenCoder-LLM/opencoder-sft-stage2-ea53b7ac-b98d-5eef-a195-834ce3ec5a49",
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+ "name": "OpenCoder-LLM/opencoder-sft-stage2",
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+ "contents": {
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+ "url": "https://huggingface.co/datasets/OpenCoder-LLM/opencoder-sft-stage2",
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+ "properties": [
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+ {
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+ "name": "configs",
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+ "value": "Name of the dataset subset: educational_instruct {\"split\": \"train\", \"path\": \"educational_instruct/train-*\"}"
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+ },
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+ {
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+ "name": "configs",
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+ "value": "Name of the dataset subset: evol_instruct {\"split\": \"train\", \"path\": \"evol_instruct/train-*\"}"
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+ },
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+ {
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+ "name": "configs",
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+ "value": "Name of the dataset subset: mceval_instruct {\"split\": \"train\", \"path\": \"mceval_instruct/train-*\"}"
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+ },
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+ {
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+ "name": "configs",
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+ "value": "Name of the dataset subset: package_instruct {\"split\": \"train\", \"path\": \"package_instruct/train-*\"}"
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+ },
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+ {
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+ "name": "license",
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+ "value": "mit"
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+ }
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+ ]
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+ },
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+ "governance": {
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+ "owners": [
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+ {
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+ "organization": {
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+ "name": "OpenCoder-LLM",
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+ "url": "https://huggingface.co/OpenCoder-LLM"
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+ }
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+ }
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+ ]
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+ },
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+ "description": "\n\n\t\n\t\t\n\t\tOpenCoder Dataset\n\t\n\nThe OpenCoder dataset is composed of the following datasets:\n\nopc-sft-stage1: the sft data used for opencoder sft-stage1\nopc-sft-stage2: the sft data used for opencoder sft-stage2 <-- you are here\nopc-annealing-corpus: the synthetic data & algorithmic corpus used for opencoder annealing\nopc-fineweb-code-corpus: the code-related page recalled from fineweb\nopc-fineweb-math-corpus: the math-related page recalled from finewebrefineCode-code-corpus-meta: the meta-data\u2026 See the full description on the dataset page: https://huggingface.co/datasets/OpenCoder-LLM/opc-sft-stage2."
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+ }
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+ ]
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+ }
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+ ]
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+ }