messages listlengths 3 3 | source dict |
|---|---|
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 22
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 14
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 0
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
} |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 23
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 2
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
} |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 8
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
} |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 5
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
} |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 12
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 3
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
} |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 21
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 17
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 11
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 10
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 20
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 16
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 19
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 9
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
} |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 13
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 7
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
} |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 6
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
} |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 15
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 18
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 24
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 29
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 42
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 26
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 35
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 34
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 32
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 36
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 28
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 38
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 44
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 41
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 40
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 43
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 46
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 27
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 25
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 33
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 49
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 39
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 47
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 37
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 50
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 60
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 57
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 52
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 55
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 59
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 61
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 71
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 63
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 65
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 53
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 51
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 58
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 54
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 62
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 70
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 69
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 67
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 73
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 66
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 72
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 64
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 79
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 83
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 74
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 75
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 80
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 82
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 91
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 78
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
[
{
"role": "system",
"content": "You are DeepShopper Mapper. Given a shopping need, build an outfit.\n\nRespond with ONLY JSON, this exact shape:\n{\n \"reasoning\": \"<one or two sentences on why these roles/items fit the need>\",\n \"outfit\": [\n {\n \"role\": \"<one of: top|bottom|footwear|oute... | {
"need_source": {
"kind": "hf_dataset",
"repo": "flavianv/fashionrec-amz-mapper-50-50-sft",
"file": "train.jsonl",
"row_index": 81
},
"semid_catalog_repo": "flavianv/apparel23-enriched-qwen32b",
"semid_catalog_file": "semids_qwen/cluster_names.jsonl",
"generator_model": "qwen3_32b_fp8_judge"
... |
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